const char kBoostedTreeModel[] = "booster[0]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<32] yes=7,no=8,missing=7\n" " 7:[FullQp<25] yes=15,no=16,missing=15\n" " 15:[VarSpatial<8] yes=31,no=32,missing=31\n" " 31:[FrameType<5] yes=63,no=64,missing=63\n" " 63:leaf=0.53905\n" " 64:leaf=0.438742\n" " 32:[VarTemporal<8] yes=65,no=66,missing=65\n" " 65:leaf=0.52393\n" " 66:leaf=0.576422\n" " 16:[VarTemporal<10] yes=33,no=34,missing=33\n" " 33:[FrameType<5] yes=67,no=68,missing=67\n" " 67:leaf=0.310352\n" " 68:leaf=0.000599024\n" " 34:[FrameType<5] yes=69,no=70,missing=69\n" " 69:leaf=0.55053\n" " 70:leaf=0.43301\n" " 8:[FrameType<5] yes=17,no=18,missing=17\n" " 17:[VarSpatial<9] yes=35,no=36,missing=35\n" " 35:[VarTemporal<18] yes=71,no=72,missing=71\n" " 71:leaf=-0.00534568\n" " 72:leaf=0.260133\n" " 36:[VarSpatial<44] yes=73,no=74,missing=73\n" " 73:leaf=0.41731\n" " 74:leaf=0.531956\n" " 18:[VarTemporal<30] yes=37,no=38,missing=37\n" " 37:[VarSpatial<21] yes=75,no=76,missing=75\n" " 75:leaf=-0.342829\n" " 76:leaf=-0.0451596\n" " 38:[VarTemporal<57] yes=77,no=78,missing=77\n" " 77:leaf=0.159135\n" " 78:leaf=0.389954\n" " 4:[VarSpatial<55] yes=9,no=10,missing=9\n" " 9:[FullQp<25] yes=19,no=20,missing=19\n" " 19:[FrameType<5] yes=39,no=40,missing=39\n" " 39:[FullQp<19] yes=79,no=80,missing=79\n" " 79:leaf=0.369745\n" " 80:leaf=0.156269\n" " 40:[VarSpatial<13] yes=81,no=82,missing=81\n" " 81:leaf=-0.130234\n" " 82:leaf=0.140257\n" " 20:[VarSpatial<21] yes=41,no=42,missing=41\n" " 41:[FullQp<31] yes=83,no=84,missing=83\n" " 83:leaf=-0.331617\n" " 84:leaf=-0.494009\n" " 42:[FrameType<5] yes=85,no=86,missing=85\n" " 85:leaf=-0.011042\n" " 86:leaf=-0.344087\n" " 10:[FrameType<5] yes=21,no=22,missing=21\n" " 21:[VarSpatial<139] yes=43,no=44,missing=43\n" " 43:[FullQp<24] yes=87,no=88,missing=87\n" " 87:leaf=0.455506\n" " 88:leaf=0.247055\n" " 44:[FullQp<27] yes=89,no=90,missing=89\n" " 89:leaf=0.533611\n" " 90:leaf=0.433224\n" " 22:[FullQp<31] yes=45,no=46,missing=45\n" " 45:[VarTemporal<47] yes=91,no=92,missing=91\n" " 91:leaf=0.199814\n" " 92:leaf=0.406675\n" " 46:[VarTemporal<118] yes=93,no=94,missing=93\n" " 93:leaf=-0.325642\n" " 94:leaf=0.182827\n" " 2:[VarSpatial<167] yes=5,no=6,missing=5\n" " 5:[FullQp<22] yes=11,no=12,missing=11\n" " 11:[FrameType<5] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<133] yes=47,no=48,missing=47\n" " 47:[FullQp<12] yes=95,no=96,missing=95\n" " 95:leaf=0.0454117\n" " 96:leaf=-0.38315\n" " 48:[FullQp<18] yes=97,no=98,missing=97\n" " 97:leaf=0.254775\n" " 98:leaf=-0.0424542\n" " 24:[MeanMv<49] yes=49,no=50,missing=49\n" " 49:[MeanSpatial<191] yes=99,no=100,missing=99\n" " 99:leaf=-0.346015\n" " 100:leaf=-0.17361\n" " 50:[VarSpatial<29] yes=101,no=102,missing=101\n" " 101:leaf=-0.484096\n" " 102:leaf=-0.304223\n" " 12:[VarSpatial<49] yes=25,no=26,missing=25\n" " 25:[FullQp<31] yes=51,no=52,missing=51\n" " 51:[MeanSpatial<173] yes=103,no=104,missing=103\n" " 103:leaf=-0.546064\n" " 104:leaf=-0.416292\n" " 52:[FrameType<5] yes=105,no=106,missing=105\n" " 105:leaf=-0.542999\n" " 106:leaf=-0.59275\n" " 26:[FrameType<5] yes=53,no=54,missing=53\n" " 53:[FullQp<40] yes=107,no=108,missing=107\n" " 107:leaf=-0.174201\n" " 108:leaf=-0.399076\n" " 54:[FullQp<27] yes=109,no=110,missing=109\n" " 109:leaf=-0.249853\n" " 110:leaf=-0.52454\n" " 6:[FrameType<5] yes=13,no=14,missing=13\n" " 13:[VarSpatial<359] yes=27,no=28,missing=27\n" " 27:[FullQp<21] yes=55,no=56,missing=55\n" " 55:[MeanSpatial<1097] yes=111,no=112,missing=111\n" " 111:leaf=0.381167\n" " 112:leaf=0.161574\n" " 56:[FullQp<42] yes=113,no=114,missing=113\n" " 113:leaf=0.0609965\n" " 114:leaf=-0.187308\n" " 28:[FullQp<24] yes=57,no=58,missing=57\n" " 57:[VarMv<2] yes=115,no=116,missing=115\n" " 115:leaf=0.369969\n" " 116:leaf=0.478111\n" " 58:[VarTemporal<242] yes=117,no=118,missing=117\n" " 117:leaf=0.200629\n" " 118:leaf=0.353374\n" " 14:[FullQp<28] yes=29,no=30,missing=29\n" " 29:[VarSpatial<386] yes=59,no=60,missing=59\n" " 59:[VarMv<2] yes=119,no=120,missing=119\n" " 119:leaf=-0.133872\n" " 120:leaf=0.0591745\n" " 60:[VarMv<2] yes=121,no=122,missing=121\n" " 121:leaf=0.0919142\n" " 122:leaf=0.278039\n" " 30:[VarTemporal<251] yes=61,no=62,missing=61\n" " 61:[FullQp<33] yes=123,no=124,missing=123\n" " 123:leaf=-0.347135\n" " 124:leaf=-0.529424\n" " 62:[FullQp<40] yes=125,no=126,missing=125\n" " 125:leaf=0.0694744\n" " 126:leaf=-0.348755\n" "booster[1]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<27] yes=7,no=8,missing=7\n" " 7:[VarSpatial<11] yes=15,no=16,missing=15\n" " 15:[FullQp<21] yes=31,no=32,missing=31\n" " 31:[MeanSpatial<1] yes=63,no=64,missing=63\n" " 63:leaf=-0.432796\n" " 64:leaf=0.409876\n" " 32:[VarTemporal<6] yes=65,no=66,missing=65\n" " 65:leaf=0.127289\n" " 66:leaf=0.321813\n" " 16:[FrameType<5] yes=33,no=34,missing=33\n" " 33:[VarTemporal<12] yes=67,no=68,missing=67\n" " 67:leaf=0.434573\n" " 68:leaf=0.457278\n" " 34:[FullQp<22] yes=69,no=70,missing=69\n" " 69:leaf=0.433203\n" " 70:leaf=0.377926\n" " 8:[VarSpatial<11] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[VarTemporal<23] yes=71,no=72,missing=71\n" " 71:leaf=0.0550713\n" " 72:leaf=0.249728\n" " 36:[FullQp<38] yes=73,no=74,missing=73\n" " 73:leaf=-0.133798\n" " 74:leaf=-0.364214\n" " 18:[FrameType<5] yes=37,no=38,missing=37\n" " 37:[VarSpatial<53] yes=75,no=76,missing=75\n" " 75:leaf=0.34457\n" " 76:leaf=0.420536\n" " 38:[VarTemporal<44] yes=77,no=78,missing=77\n" " 77:leaf=0.10805\n" " 78:leaf=0.31567\n" " 4:[VarSpatial<38] yes=9,no=10,missing=9\n" " 9:[FullQp<24] yes=19,no=20,missing=19\n" " 19:[MeanSpatial<211] yes=39,no=40,missing=39\n" " 39:[FullQp<18] yes=79,no=80,missing=79\n" " 79:leaf=0.119981\n" " 80:leaf=-0.0772824\n" " 40:[FrameType<5] yes=81,no=82,missing=81\n" " 81:leaf=0.329335\n" " 82:leaf=0.108037\n" " 20:[VarSpatial<11] yes=41,no=42,missing=41\n" " 41:[FrameType<5] yes=83,no=84,missing=83\n" " 83:leaf=-0.333034\n" " 84:leaf=-0.432153\n" " 42:[FullQp<31] yes=85,no=86,missing=85\n" " 85:leaf=-0.0502186\n" " 86:leaf=-0.28755\n" " 10:[FrameType<5] yes=21,no=22,missing=21\n" " 21:[FullQp<33] yes=43,no=44,missing=43\n" " 43:[VarSpatial<119] yes=87,no=88,missing=87\n" " 87:leaf=0.285399\n" " 88:leaf=0.386125\n" " 44:[VarSpatial<109] yes=89,no=90,missing=89\n" " 89:leaf=0.0475989\n" " 90:leaf=0.278558\n" " 22:[FullQp<28] yes=45,no=46,missing=45\n" " 45:[VarTemporal<32] yes=91,no=92,missing=91\n" " 91:leaf=0.145945\n" " 92:leaf=0.295501\n" " 46:[VarTemporal<90] yes=93,no=94,missing=93\n" " 93:leaf=-0.248013\n" " 94:leaf=0.104504\n" " 2:[VarSpatial<131] yes=5,no=6,missing=5\n" " 5:[FullQp<20] yes=11,no=12,missing=11\n" " 11:[FrameType<5] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<183] yes=47,no=48,missing=47\n" " 47:[FullQp<13] yes=95,no=96,missing=95\n" " 95:leaf=0.0557692\n" " 96:leaf=-0.238637\n" " 48:[MeanTemporal<240] yes=97,no=98,missing=97\n" " 97:leaf=-0.00942889\n" " 98:leaf=0.220787\n" " 24:[MeanMv<63] yes=49,no=50,missing=49\n" " 49:[VarSpatial<14] yes=99,no=100,missing=99\n" " 99:leaf=-0.265906\n" " 100:leaf=-0.131916\n" " 50:[VarSpatial<20] yes=101,no=102,missing=101\n" " 101:leaf=-0.380811\n" " 102:leaf=-0.262061\n" " 12:[VarSpatial<32] yes=25,no=26,missing=25\n" " 25:[FullQp<25] yes=51,no=52,missing=51\n" " 51:[MeanSpatial<306] yes=103,no=104,missing=103\n" " 103:leaf=-0.361572\n" " 104:leaf=-0.0895605\n" " 52:[FrameType<5] yes=105,no=106,missing=105\n" " 105:leaf=-0.406251\n" " 106:leaf=-0.458784\n" " 26:[FullQp<32] yes=53,no=54,missing=53\n" " 53:[FrameType<5] yes=107,no=108,missing=107\n" " 107:leaf=-0.118665\n" " 108:leaf=-0.254732\n" " 54:[FrameType<5] yes=109,no=110,missing=109\n" " 109:leaf=-0.27969\n" " 110:leaf=-0.439302\n" " 6:[FrameType<5] yes=13,no=14,missing=13\n" " 13:[VarSpatial<289] yes=27,no=28,missing=27\n" " 27:[FullQp<19] yes=55,no=56,missing=55\n" " 55:[MeanSpatial<829] yes=111,no=112,missing=111\n" " 111:leaf=0.307721\n" " 112:leaf=0.108652\n" " 56:[FullQp<33] yes=113,no=114,missing=113\n" " 113:leaf=0.0430152\n" " 114:leaf=-0.087123\n" " 28:[FullQp<33] yes=57,no=58,missing=57\n" " 57:[VarMv<2] yes=115,no=116,missing=115\n" " 115:leaf=0.202963\n" " 116:leaf=0.31612\n" " 58:[VarTemporal<176] yes=117,no=118,missing=117\n" " 117:leaf=0.0329834\n" " 118:leaf=0.18215\n" " 14:[FullQp<27] yes=29,no=30,missing=29\n" " 29:[VarSpatial<311] yes=59,no=60,missing=59\n" " 59:[VarMv<3] yes=119,no=120,missing=119\n" " 119:leaf=-0.106198\n" " 120:leaf=0.0522254\n" " 60:[VarTemporal<141] yes=121,no=122,missing=121\n" " 121:leaf=0.0708304\n" " 122:leaf=0.242267\n" " 30:[VarTemporal<175] yes=61,no=62,missing=61\n" " 61:[FullQp<32] yes=123,no=124,missing=123\n" " 123:leaf=-0.270661\n" " 124:leaf=-0.418375\n" " 62:[FullQp<38] yes=125,no=126,missing=125\n" " 125:leaf=0.0715227\n" " 126:leaf=-0.297382\n" "booster[2]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<32] yes=7,no=8,missing=7\n" " 7:[VarSpatial<16] yes=15,no=16,missing=15\n" " 15:[FullQp<24] yes=31,no=32,missing=31\n" " 31:[FrameType<5] yes=63,no=64,missing=63\n" " 63:leaf=0.358328\n" " 64:leaf=0.279768\n" " 32:[VarTemporal<7] yes=65,no=66,missing=65\n" " 65:leaf=-0.0365489\n" " 66:leaf=0.203536\n" " 16:[FrameType<5] yes=33,no=34,missing=33\n" " 33:[FullQp<24] yes=67,no=68,missing=67\n" " 67:leaf=0.394373\n" " 68:leaf=0.367556\n" " 34:[FullQp<24] yes=69,no=70,missing=69\n" " 69:leaf=0.361922\n" " 70:leaf=0.283913\n" " 8:[VarTemporal<23] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[VarSpatial<7] yes=71,no=72,missing=71\n" " 71:leaf=-0.0520983\n" " 72:leaf=0.164897\n" " 36:[MeanTemporal<1315] yes=73,no=74,missing=73\n" " 73:leaf=-0.21042\n" " 74:leaf=0.410764\n" " 18:[FrameType<5] yes=37,no=38,missing=37\n" " 37:[VarSpatial<16] yes=75,no=76,missing=75\n" " 75:leaf=0.186742\n" " 76:leaf=0.326643\n" " 38:[FullQp<40] yes=77,no=78,missing=77\n" " 77:leaf=0.212634\n" " 78:leaf=0.0099286\n" " 4:[VarSpatial<85] yes=9,no=10,missing=9\n" " 9:[FullQp<23] yes=19,no=20,missing=19\n" " 19:[VarSpatial<7] yes=39,no=40,missing=39\n" " 39:[FullQp<15] yes=79,no=80,missing=79\n" " 79:leaf=0.0333607\n" " 80:leaf=-0.16302\n" " 40:[FrameType<5] yes=81,no=82,missing=81\n" " 81:leaf=0.231438\n" " 82:leaf=0.0719446\n" " 20:[VarSpatial<16] yes=41,no=42,missing=41\n" " 41:[FullQp<36] yes=83,no=84,missing=83\n" " 83:leaf=-0.212635\n" " 84:leaf=-0.363176\n" " 42:[FrameType<5] yes=85,no=86,missing=85\n" " 85:leaf=0.0318009\n" " 86:leaf=-0.183969\n" " 10:[FrameType<5] yes=21,no=22,missing=21\n" " 21:[FullQp<24] yes=43,no=44,missing=43\n" " 43:[VarSpatial<190] yes=87,no=88,missing=87\n" " 87:leaf=0.301908\n" " 88:leaf=0.369413\n" " 44:[VarSpatial<199] yes=89,no=90,missing=89\n" " 89:leaf=0.171801\n" " 90:leaf=0.290957\n" " 22:[FullQp<34] yes=45,no=46,missing=45\n" " 45:[VarTemporal<64] yes=91,no=92,missing=91\n" " 91:leaf=0.1156\n" " 92:leaf=0.300064\n" " 46:[VarTemporal<157] yes=93,no=94,missing=93\n" " 93:leaf=-0.225785\n" " 94:leaf=0.168401\n" " 2:[VarSpatial<102] yes=5,no=6,missing=5\n" " 5:[FullQp<23] yes=11,no=12,missing=11\n" " 11:[MeanSpatial<111] yes=23,no=24,missing=23\n" " 23:[VarSpatial<19] yes=47,no=48,missing=47\n" " 47:[FullQp<11] yes=95,no=96,missing=95\n" " 95:leaf=-0.0483528\n" " 96:leaf=-0.309507\n" " 48:[FullQp<14] yes=97,no=98,missing=97\n" " 97:leaf=0.26927\n" " 98:leaf=-0.0990643\n" " 24:[FrameType<5] yes=49,no=50,missing=49\n" " 49:[FullQp<16] yes=99,no=100,missing=99\n" " 99:leaf=0.192451\n" " 100:leaf=-0.0270246\n" " 50:[MeanMv<80] yes=101,no=102,missing=101\n" " 101:leaf=-0.103033\n" " 102:leaf=-0.249299\n" " 12:[VarSpatial<28] yes=25,no=26,missing=25\n" " 25:[FullQp<31] yes=51,no=52,missing=51\n" " 51:[FrameType<5] yes=103,no=104,missing=103\n" " 103:leaf=-0.281007\n" " 104:leaf=-0.375371\n" " 52:[MeanSpatial<523] yes=105,no=106,missing=105\n" " 105:leaf=-0.386506\n" " 106:leaf=-0.262229\n" " 26:[FrameType<5] yes=53,no=54,missing=53\n" " 53:[FullQp<38] yes=107,no=108,missing=107\n" " 107:leaf=-0.152732\n" " 108:leaf=-0.304268\n" " 54:[FullQp<27] yes=109,no=110,missing=109\n" " 109:leaf=-0.20656\n" " 110:leaf=-0.364733\n" " 6:[FrameType<5] yes=13,no=14,missing=13\n" " 13:[VarSpatial<445] yes=27,no=28,missing=27\n" " 27:[FullQp<18] yes=55,no=56,missing=55\n" " 55:[VarMv<2] yes=111,no=112,missing=111\n" " 111:leaf=0.11189\n" " 112:leaf=0.265648\n" " 56:[VarTemporal<121] yes=113,no=114,missing=113\n" " 113:leaf=-0.0369596\n" " 114:leaf=0.0840575\n" " 28:[FullQp<20] yes=57,no=58,missing=57\n" " 57:[MeanSpatial<1747] yes=115,no=116,missing=115\n" " 115:leaf=0.363373\n" " 116:leaf=0.291127\n" " 58:[FullQp<42] yes=117,no=118,missing=117\n" " 117:leaf=0.19323\n" " 118:leaf=0.0108233\n" " 14:[FullQp<29] yes=29,no=30,missing=29\n" " 29:[VarTemporal<81] yes=59,no=60,missing=59\n" " 59:[FullQp<25] yes=119,no=120,missing=119\n" " 119:leaf=-0.0203064\n" " 120:leaf=-0.227596\n" " 60:[MeanMv<103] yes=121,no=122,missing=121\n" " 121:leaf=0.130359\n" " 122:leaf=-0.0276595\n" " 30:[VarTemporal<206] yes=61,no=62,missing=61\n" " 61:[FullQp<34] yes=123,no=124,missing=123\n" " 123:leaf=-0.243835\n" " 124:leaf=-0.360013\n" " 62:[FullQp<41] yes=125,no=126,missing=125\n" " 125:leaf=0.00868752\n" " 126:leaf=-0.242567\n" "booster[3]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<26] yes=7,no=8,missing=7\n" " 7:[VarTemporal<8] yes=15,no=16,missing=15\n" " 15:[FullQp<21] yes=31,no=32,missing=31\n" " 31:[FrameType<5] yes=63,no=64,missing=63\n" " 63:leaf=0.317797\n" " 64:leaf=0.244836\n" " 32:[FrameType<5] yes=65,no=66,missing=65\n" " 65:leaf=0.209894\n" " 66:leaf=0.00963951\n" " 16:[FrameType<5] yes=33,no=34,missing=33\n" " 33:[MeanSpatial<1] yes=67,no=68,missing=67\n" " 67:leaf=-0.817707\n" " 68:leaf=0.34671\n" " 34:[VarSpatial<8] yes=69,no=70,missing=69\n" " 69:leaf=0.212903\n" " 70:leaf=0.313239\n" " 8:[VarSpatial<23] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[VarTemporal<34] yes=71,no=72,missing=71\n" " 71:leaf=0.0651904\n" " 72:leaf=0.21508\n" " 36:[VarSpatial<5] yes=73,no=74,missing=73\n" " 73:leaf=-0.273398\n" " 74:leaf=-0.0465573\n" " 18:[FrameType<5] yes=37,no=38,missing=37\n" " 37:[FullQp<42] yes=75,no=76,missing=75\n" " 75:leaf=0.304302\n" " 76:leaf=0.211162\n" " 38:[VarTemporal<66] yes=77,no=78,missing=77\n" " 77:leaf=0.0903871\n" " 78:leaf=0.284119\n" " 4:[VarSpatial<100] yes=9,no=10,missing=9\n" " 9:[FullQp<26] yes=19,no=20,missing=19\n" " 19:[VarSpatial<8] yes=39,no=40,missing=39\n" " 39:[FullQp<20] yes=79,no=80,missing=79\n" " 79:leaf=-0.00700695\n" " 80:leaf=-0.220688\n" " 40:[VarMv<2] yes=81,no=82,missing=81\n" " 81:leaf=0.0220671\n" " 82:leaf=0.159185\n" " 20:[FrameType<5] yes=41,no=42,missing=41\n" " 41:[VarSpatial<10] yes=83,no=84,missing=83\n" " 83:leaf=-0.243149\n" " 84:leaf=0.00160616\n" " 42:[VarTemporal<38] yes=85,no=86,missing=85\n" " 85:leaf=-0.296855\n" " 86:leaf=-0.120033\n" " 10:[FullQp<25] yes=21,no=22,missing=21\n" " 21:[VarMv<2] yes=43,no=44,missing=43\n" " 43:[VarSpatial<204] yes=87,no=88,missing=87\n" " 87:leaf=0.158802\n" " 88:leaf=0.273162\n" " 44:[FullQp<18] yes=89,no=90,missing=89\n" " 89:leaf=0.348149\n" " 90:leaf=0.282478\n" " 22:[FrameType<5] yes=45,no=46,missing=45\n" " 45:[VarTemporal<122] yes=91,no=92,missing=91\n" " 91:leaf=0.142854\n" " 92:leaf=0.260092\n" " 46:[VarTemporal<140] yes=93,no=94,missing=93\n" " 93:leaf=-0.0683286\n" " 94:leaf=0.175208\n" " 2:[MeanSpatial<211] yes=5,no=6,missing=5\n" " 5:[FullQp<15] yes=11,no=12,missing=11\n" " 11:[VarSpatial<11] yes=23,no=24,missing=23\n" " 23:[MeanMv<88] yes=47,no=48,missing=47\n" " 47:[FrameType<5] yes=95,no=96,missing=95\n" " 95:leaf=-0.0162959\n" " 96:leaf=-0.173424\n" " 48:[MeanSpatial<111] yes=97,no=98,missing=97\n" " 97:leaf=-0.283947\n" " 98:leaf=-0.0129992\n" " 24:[FullQp<12] yes=49,no=50,missing=49\n" " 49:[FullQp<11] yes=99,no=100,missing=99\n" " 99:leaf=0.249906\n" " 100:leaf=0.139686\n" " 50:[FrameType<5] yes=101,no=102,missing=101\n" " 101:leaf=0.0425501\n" " 102:leaf=-0.148514\n" " 12:[FullQp<24] yes=25,no=26,missing=25\n" " 25:[VarSpatial<38] yes=51,no=52,missing=51\n" " 51:[MeanMv<117] yes=103,no=104,missing=103\n" " 103:leaf=-0.188634\n" " 104:leaf=-0.304965\n" " 52:[VarSpatial<62] yes=105,no=106,missing=105\n" " 105:leaf=-0.0327668\n" " 106:leaf=0.183197\n" " 26:[VarSpatial<19] yes=53,no=54,missing=53\n" " 53:[MeanSpatial<128] yes=107,no=108,missing=107\n" " 107:leaf=-0.354368\n" " 108:leaf=-0.316586\n" " 54:[FullQp<36] yes=109,no=110,missing=109\n" " 109:leaf=-0.252611\n" " 110:leaf=-0.351726\n" " 6:[FullQp<25] yes=13,no=14,missing=13\n" " 13:[VarMv<2] yes=27,no=28,missing=27\n" " 27:[VarSpatial<241] yes=55,no=56,missing=55\n" " 55:[MeanTemporal<355] yes=111,no=112,missing=111\n" " 111:leaf=-0.131307\n" " 112:leaf=-0.0377572\n" " 56:[VarSpatial<611] yes=113,no=114,missing=113\n" " 113:leaf=0.0577903\n" " 114:leaf=0.204879\n" " 28:[FrameType<5] yes=57,no=58,missing=57\n" " 57:[FullQp<19] yes=115,no=116,missing=115\n" " 115:leaf=0.199924\n" " 116:leaf=0.0836457\n" " 58:[VarSpatial<231] yes=117,no=118,missing=117\n" " 117:leaf=-0.0349831\n" " 118:leaf=0.139833\n" " 14:[FrameType<5] yes=29,no=30,missing=29\n" " 29:[VarSpatial<217] yes=59,no=60,missing=59\n" " 59:[VarSpatial<69] yes=119,no=120,missing=119\n" " 119:leaf=-0.199915\n" " 120:leaf=-0.069461\n" " 60:[VarTemporal<201] yes=121,no=122,missing=121\n" " 121:leaf=0.0204297\n" " 122:leaf=0.138809\n" " 30:[VarTemporal<110] yes=61,no=62,missing=61\n" " 61:[FullQp<29] yes=123,no=124,missing=123\n" " 123:leaf=-0.200206\n" " 124:leaf=-0.333305\n" " 62:[FullQp<36] yes=125,no=126,missing=125\n" " 125:leaf=0.0249075\n" " 126:leaf=-0.242271\n" "booster[4]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<33] yes=7,no=8,missing=7\n" " 7:[VarTemporal<16] yes=15,no=16,missing=15\n" " 15:[FullQp<23] yes=31,no=32,missing=31\n" " 31:[MeanSpatial<57] yes=63,no=64,missing=63\n" " 63:leaf=0.132354\n" " 64:leaf=0.269458\n" " 32:[FrameType<5] yes=65,no=66,missing=65\n" " 65:leaf=0.147766\n" " 66:leaf=-0.00556385\n" " 16:[VarSpatial<8] yes=33,no=34,missing=33\n" " 33:[FullQp<22] yes=67,no=68,missing=67\n" " 67:leaf=0.258607\n" " 68:leaf=0.116876\n" " 34:[FrameType<5] yes=69,no=70,missing=69\n" " 69:leaf=0.320551\n" " 70:leaf=0.272775\n" " 8:[VarTemporal<39] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[FullQp<42] yes=71,no=72,missing=71\n" " 71:leaf=0.113013\n" " 72:leaf=-0.126801\n" " 36:[FullQp<38] yes=73,no=74,missing=73\n" " 73:leaf=-0.0255164\n" " 74:leaf=-0.226822\n" " 18:[FrameType<5] yes=37,no=38,missing=37\n" " 37:[VarSpatial<8] yes=75,no=76,missing=75\n" " 75:leaf=0.0147154\n" " 76:leaf=0.251935\n" " 38:[FullQp<42] yes=77,no=78,missing=77\n" " 77:leaf=0.152174\n" " 78:leaf=-0.0125466\n" " 4:[VarSpatial<31] yes=9,no=10,missing=9\n" " 9:[FullQp<21] yes=19,no=20,missing=19\n" " 19:[FrameType<5] yes=39,no=40,missing=39\n" " 39:[MeanSpatial<211] yes=79,no=80,missing=79\n" " 79:leaf=0.0679206\n" " 80:leaf=0.222315\n" " 40:[MeanMv<55] yes=81,no=82,missing=81\n" " 81:leaf=0.0485235\n" " 82:leaf=-0.140733\n" " 20:[FullQp<38] yes=41,no=42,missing=41\n" " 41:[VarSpatial<7] yes=83,no=84,missing=83\n" " 83:leaf=-0.252158\n" " 84:leaf=-0.0642098\n" " 42:[FrameType<5] yes=85,no=86,missing=85\n" " 85:leaf=-0.241746\n" " 86:leaf=-0.342673\n" " 10:[FullQp<40] yes=21,no=22,missing=21\n" " 21:[VarTemporal<57] yes=43,no=44,missing=43\n" " 43:[FullQp<21] yes=87,no=88,missing=87\n" " 87:leaf=0.185016\n" " 88:leaf=0.0213978\n" " 44:[MeanMv<155] yes=89,no=90,missing=89\n" " 89:leaf=0.218317\n" " 90:leaf=0.135733\n" " 22:[VarTemporal<145] yes=45,no=46,missing=45\n" " 45:[FullQp<42] yes=91,no=92,missing=91\n" " 91:leaf=-0.0388977\n" " 92:leaf=-0.23243\n" " 46:[FrameType<5] yes=93,no=94,missing=93\n" " 93:leaf=0.150676\n" " 94:leaf=-0.0371345\n" " 2:[MeanSpatial<241] yes=5,no=6,missing=5\n" " 5:[FullQp<19] yes=11,no=12,missing=11\n" " 11:[VarSpatial<10] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<106] yes=47,no=48,missing=47\n" " 47:[MeanMv<73] yes=95,no=96,missing=95\n" " 95:leaf=-0.116381\n" " 96:leaf=-0.250077\n" " 48:[FullQp<14] yes=97,no=98,missing=97\n" " 97:leaf=0.0689845\n" " 98:leaf=-0.0949049\n" " 24:[FullQp<14] yes=49,no=50,missing=49\n" " 49:[FrameType<5] yes=99,no=100,missing=99\n" " 99:leaf=0.122126\n" " 100:leaf=-0.0501601\n" " 50:[MeanTemporal<431] yes=101,no=102,missing=101\n" " 101:leaf=-0.0511493\n" " 102:leaf=-0.223652\n" " 12:[FullQp<31] yes=25,no=26,missing=25\n" " 25:[MeanSpatial<100] yes=51,no=52,missing=51\n" " 51:[VarSpatial<15] yes=103,no=104,missing=103\n" " 103:leaf=-0.305417\n" " 104:leaf=-0.207394\n" " 52:[FrameType<5] yes=105,no=106,missing=105\n" " 105:leaf=-0.120065\n" " 106:leaf=-0.237593\n" " 26:[FrameType<5] yes=53,no=54,missing=53\n" " 53:[FullQp<37] yes=107,no=108,missing=107\n" " 107:leaf=-0.25614\n" " 108:leaf=-0.326533\n" " 54:[FullQp<35] yes=109,no=110,missing=109\n" " 109:leaf=-0.326294\n" " 110:leaf=-0.346186\n" " 6:[FullQp<32] yes=13,no=14,missing=13\n" " 13:[FrameType<5] yes=27,no=28,missing=27\n" " 27:[VarMv<3] yes=55,no=56,missing=55\n" " 55:[VarSpatial<262] yes=111,no=112,missing=111\n" " 111:leaf=-0.0238476\n" " 112:leaf=0.100817\n" " 56:[FullQp<19] yes=113,no=114,missing=113\n" " 113:leaf=0.18301\n" " 114:leaf=0.0712995\n" " 28:[VarTemporal<56] yes=57,no=58,missing=57\n" " 57:[FullQp<26] yes=115,no=116,missing=115\n" " 115:leaf=-0.0502441\n" " 116:leaf=-0.258342\n" " 58:[MeanMv<128] yes=117,no=118,missing=117\n" " 117:leaf=0.0594122\n" " 118:leaf=-0.12613\n" " 14:[FrameType<5] yes=29,no=30,missing=29\n" " 29:[MeanSpatial<872] yes=59,no=60,missing=59\n" " 59:[FullQp<42] yes=119,no=120,missing=119\n" " 119:leaf=-0.113353\n" " 120:leaf=-0.301616\n" " 60:[FullQp<42] yes=121,no=122,missing=121\n" " 121:leaf=0.0411959\n" " 122:leaf=-0.0977159\n" " 30:[MeanTemporal<981] yes=61,no=62,missing=61\n" " 61:[VarTemporal<89] yes=123,no=124,missing=123\n" " 123:leaf=-0.32553\n" " 124:leaf=-0.249079\n" " 62:[VarMv<3] yes=125,no=126,missing=125\n" " 125:leaf=-0.232221\n" " 126:leaf=-0.0222678\n" "booster[5]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<27] yes=7,no=8,missing=7\n" " 7:[VarTemporal<9] yes=15,no=16,missing=15\n" " 15:[FullQp<19] yes=31,no=32,missing=31\n" " 31:[FrameType<5] yes=63,no=64,missing=63\n" " 63:leaf=0.271209\n" " 64:leaf=0.188681\n" " 32:[MeanTemporal<200] yes=65,no=66,missing=65\n" " 65:leaf=0.0145449\n" " 66:leaf=0.181126\n" " 16:[FrameType<5] yes=33,no=34,missing=33\n" " 33:[VarSpatial<13] yes=67,no=68,missing=67\n" " 67:leaf=0.24244\n" " 68:leaf=0.308152\n" " 34:[FullQp<21] yes=69,no=70,missing=69\n" " 69:leaf=0.272097\n" " 70:leaf=0.18918\n" " 8:[VarTemporal<20] yes=17,no=18,missing=17\n" " 17:[VarSpatial<6] yes=35,no=36,missing=35\n" " 35:[VarSpatial<2] yes=71,no=72,missing=71\n" " 71:leaf=-0.349914\n" " 72:leaf=-0.111931\n" " 36:[FrameType<5] yes=73,no=74,missing=73\n" " 73:leaf=0.0818129\n" " 74:leaf=-0.0577813\n" " 18:[FullQp<38] yes=37,no=38,missing=37\n" " 37:[VarSpatial<4] yes=75,no=76,missing=75\n" " 75:leaf=-0.144216\n" " 76:leaf=0.211396\n" " 38:[VarTemporal<61] yes=77,no=78,missing=77\n" " 77:leaf=-0.0140436\n" " 78:leaf=0.177063\n" " 4:[FrameType<5] yes=9,no=10,missing=9\n" " 9:[VarSpatial<161] yes=19,no=20,missing=19\n" " 19:[FullQp<18] yes=39,no=40,missing=39\n" " 39:[MeanSpatial<211] yes=79,no=80,missing=79\n" " 79:leaf=0.0911257\n" " 80:leaf=0.215771\n" " 40:[VarSpatial<9] yes=81,no=82,missing=81\n" " 81:leaf=-0.127569\n" " 82:leaf=0.0381662\n" " 20:[FullQp<24] yes=41,no=42,missing=41\n" " 41:[FullQp<18] yes=83,no=84,missing=83\n" " 83:leaf=0.299739\n" " 84:leaf=0.239192\n" " 42:[VarSpatial<278] yes=85,no=86,missing=85\n" " 85:leaf=0.124975\n" " 86:leaf=0.215996\n" " 10:[FullQp<33] yes=21,no=22,missing=21\n" " 21:[VarSpatial<19] yes=43,no=44,missing=43\n" " 43:[MeanSpatial<221] yes=87,no=88,missing=87\n" " 87:leaf=-0.143075\n" " 88:leaf=0.0276797\n" " 44:[VarMv<2] yes=89,no=90,missing=89\n" " 89:leaf=-0.025731\n" " 90:leaf=0.120971\n" " 22:[VarTemporal<71] yes=45,no=46,missing=45\n" " 45:[VarMv<3] yes=91,no=92,missing=91\n" " 91:leaf=-0.332476\n" " 92:leaf=-0.244509\n" " 46:[FullQp<38] yes=93,no=94,missing=93\n" " 93:leaf=0.0919646\n" " 94:leaf=-0.0996873\n" " 2:[VarSpatial<82] yes=5,no=6,missing=5\n" " 5:[FullQp<24] yes=11,no=12,missing=11\n" " 11:[MeanSpatial<111] yes=23,no=24,missing=23\n" " 23:[VarSpatial<23] yes=47,no=48,missing=47\n" " 47:[FullQp<11] yes=95,no=96,missing=95\n" " 95:leaf=0.0186352\n" " 96:leaf=-0.179143\n" " 48:[FrameType<5] yes=97,no=98,missing=97\n" " 97:leaf=0.212411\n" " 98:leaf=0.0167688\n" " 24:[FullQp<15] yes=49,no=50,missing=49\n" " 49:[MeanTemporal<255] yes=99,no=100,missing=99\n" " 99:leaf=0.00878356\n" " 100:leaf=0.15138\n" " 50:[MeanTemporal<319] yes=101,no=102,missing=101\n" " 101:leaf=-0.0858708\n" " 102:leaf=0.0145951\n" " 12:[FrameType<5] yes=25,no=26,missing=25\n" " 25:[MeanMv<106] yes=51,no=52,missing=51\n" " 51:[FullQp<40] yes=103,no=104,missing=103\n" " 103:leaf=-0.0892511\n" " 104:leaf=-0.263631\n" " 52:[VarSpatial<23] yes=105,no=106,missing=105\n" " 105:leaf=-0.286464\n" " 106:leaf=-0.195318\n" " 26:[FullQp<28] yes=53,no=54,missing=53\n" " 53:[MeanTemporal<290] yes=107,no=108,missing=107\n" " 107:leaf=-0.272137\n" " 108:leaf=-0.124181\n" " 54:[VarTemporal<52] yes=109,no=110,missing=109\n" " 109:leaf=-0.320497\n" " 110:leaf=-0.261915\n" " 6:[FullQp<42] yes=13,no=14,missing=13\n" " 13:[VarMv<3] yes=27,no=28,missing=27\n" " 27:[VarSpatial<535] yes=55,no=56,missing=55\n" " 55:[FullQp<16] yes=111,no=112,missing=111\n" " 111:leaf=0.108306\n" " 112:leaf=-0.0547564\n" " 56:[FullQp<20] yes=113,no=114,missing=113\n" " 113:leaf=0.185265\n" " 114:leaf=0.0572931\n" " 28:[VarSpatial<254] yes=57,no=58,missing=57\n" " 57:[MeanMv<108] yes=115,no=116,missing=115\n" " 115:leaf=0.0725928\n" " 116:leaf=-0.0170942\n" " 58:[VarSpatial<579] yes=117,no=118,missing=117\n" " 117:leaf=0.122169\n" " 118:leaf=0.20453\n" " 14:[MeanTemporal<1350] yes=29,no=30,missing=29\n" " 29:[FrameType<5] yes=59,no=60,missing=59\n" " 59:[MeanTemporal<781] yes=119,no=120,missing=119\n" " 119:leaf=-0.251307\n" " 120:leaf=-0.119235\n" " 60:[MeanMv<48] yes=121,no=122,missing=121\n" " 121:leaf=-0.331057\n" " 122:leaf=-0.265252\n" " 30:[VarMv<3] yes=61,no=62,missing=61\n" " 61:[VarTemporal<385] yes=123,no=124,missing=123\n" " 123:leaf=-0.168958\n" " 124:leaf=-0.0332013\n" " 62:[MeanSpatial<1649] yes=125,no=126,missing=125\n" " 125:leaf=-0.0222555\n" " 126:leaf=0.109148\n" "booster[6]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[FullQp<32] yes=3,no=4,missing=3\n" " 3:[CuDepth<1] yes=7,no=8,missing=7\n" " 7:[VarSpatial<8] yes=15,no=16,missing=15\n" " 15:[FullQp<18] yes=31,no=32,missing=31\n" " 31:[VarSpatial<1] yes=63,no=64,missing=63\n" " 63:leaf=-0.527829\n" " 64:leaf=0.199106\n" " 32:[MeanSpatial<43] yes=65,no=66,missing=65\n" " 65:leaf=-0.22702\n" " 66:leaf=0.0571411\n" " 16:[FullQp<22] yes=33,no=34,missing=33\n" " 33:[FrameType<5] yes=67,no=68,missing=67\n" " 67:leaf=0.291713\n" " 68:leaf=0.2371\n" " 34:[VarTemporal<23] yes=69,no=70,missing=69\n" " 69:leaf=0.107579\n" " 70:leaf=0.242034\n" " 8:[VarSpatial<148] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[VarMv<2] yes=71,no=72,missing=71\n" " 71:leaf=0.00204663\n" " 72:leaf=0.101194\n" " 36:[VarMv<1] yes=73,no=74,missing=73\n" " 73:leaf=-0.178205\n" " 74:leaf=-0.00786663\n" " 18:[VarTemporal<78] yes=37,no=38,missing=37\n" " 37:[FullQp<18] yes=75,no=76,missing=75\n" " 75:leaf=0.233722\n" " 76:leaf=0.0965128\n" " 38:[MeanMv<103] yes=77,no=78,missing=77\n" " 77:leaf=0.238288\n" " 78:leaf=0.180195\n" " 4:[VarTemporal<50] yes=9,no=10,missing=9\n" " 9:[CuDepth<1] yes=19,no=20,missing=19\n" " 19:[FullQp<42] yes=39,no=40,missing=39\n" " 39:[FrameType<5] yes=79,no=80,missing=79\n" " 79:leaf=0.0856652\n" " 80:leaf=-0.0385147\n" " 40:[MeanTemporal<1558] yes=81,no=82,missing=81\n" " 81:leaf=-0.177791\n" " 82:leaf=0.31965\n" " 20:[FrameType<5] yes=41,no=42,missing=41\n" " 41:[FullQp<40] yes=83,no=84,missing=83\n" " 83:leaf=-0.0497848\n" " 84:leaf=-0.263455\n" " 42:[VarMv<3] yes=85,no=86,missing=85\n" " 85:leaf=-0.30565\n" " 86:leaf=-0.236198\n" " 10:[CuDepth<1] yes=21,no=22,missing=21\n" " 21:[VarSpatial<18] yes=43,no=44,missing=43\n" " 43:[FrameType<5] yes=87,no=88,missing=87\n" " 87:leaf=0.0569544\n" " 88:leaf=-0.164188\n" " 44:[FrameType<5] yes=89,no=90,missing=89\n" " 89:leaf=0.226337\n" " 90:leaf=0.100584\n" " 22:[FullQp<42] yes=45,no=46,missing=45\n" " 45:[VarMv<3] yes=91,no=92,missing=91\n" " 91:leaf=-0.0306794\n" " 92:leaf=0.101976\n" " 46:[VarTemporal<196] yes=93,no=94,missing=93\n" " 93:leaf=-0.133725\n" " 94:leaf=0.0639764\n" " 2:[FullQp<32] yes=5,no=6,missing=5\n" " 5:[MeanSpatial<211] yes=11,no=12,missing=11\n" " 11:[FullQp<19] yes=23,no=24,missing=23\n" " 23:[VarSpatial<34] yes=47,no=48,missing=47\n" " 47:[MeanTemporal<298] yes=95,no=96,missing=95\n" " 95:leaf=-0.0368155\n" " 96:leaf=-0.192965\n" " 48:[MeanSpatial<134] yes=97,no=98,missing=97\n" " 97:leaf=0.279444\n" " 98:leaf=0.0974163\n" " 24:[VarSpatial<17] yes=49,no=50,missing=49\n" " 49:[MeanSpatial<88] yes=99,no=100,missing=99\n" " 99:leaf=-0.259035\n" " 100:leaf=-0.175182\n" " 50:[VarSpatial<44] yes=101,no=102,missing=101\n" " 101:leaf=-0.118988\n" " 102:leaf=0.0378113\n" " 12:[FrameType<5] yes=25,no=26,missing=25\n" " 25:[FullQp<15] yes=51,no=52,missing=51\n" " 51:[MeanTemporal<214] yes=103,no=104,missing=103\n" " 103:leaf=0.0428348\n" " 104:leaf=0.167889\n" " 52:[VarSpatial<206] yes=105,no=106,missing=105\n" " 105:leaf=-0.00427619\n" " 106:leaf=0.08826\n" " 26:[VarTemporal<41] yes=53,no=54,missing=53\n" " 53:[FullQp<25] yes=107,no=108,missing=107\n" " 107:leaf=-0.0373602\n" " 108:leaf=-0.210086\n" " 54:[MeanMv<150] yes=109,no=110,missing=109\n" " 109:leaf=0.0224821\n" " 110:leaf=-0.105654\n" " 6:[MeanSpatial<467] yes=13,no=14,missing=13\n" " 13:[VarSpatial<56] yes=27,no=28,missing=27\n" " 27:[FrameType<5] yes=55,no=56,missing=55\n" " 55:[FullQp<38] yes=111,no=112,missing=111\n" " 111:leaf=-0.187969\n" " 112:leaf=-0.290988\n" " 56:[FullQp<36] yes=113,no=114,missing=113\n" " 113:leaf=-0.29075\n" " 114:leaf=-0.318689\n" " 28:[FrameType<5] yes=57,no=58,missing=57\n" " 57:[FullQp<42] yes=115,no=116,missing=115\n" " 115:leaf=-0.04864\n" " 116:leaf=-0.249866\n" " 58:[MeanMv<58] yes=117,no=118,missing=117\n" " 117:leaf=-0.293857\n" " 118:leaf=-0.192517\n" " 14:[FrameType<5] yes=29,no=30,missing=29\n" " 29:[MeanTemporal<534] yes=59,no=60,missing=59\n" " 59:[VarTemporal<75] yes=119,no=120,missing=119\n" " 119:leaf=-0.157459\n" " 120:leaf=-0.0369749\n" " 60:[FullQp<42] yes=121,no=122,missing=121\n" " 121:leaf=0.0461175\n" " 122:leaf=-0.0563442\n" " 30:[MeanTemporal<1102] yes=61,no=62,missing=61\n" " 61:[MeanMv<29] yes=123,no=124,missing=123\n" " 123:leaf=-0.281246\n" " 124:leaf=-0.162976\n" " 62:[FullQp<42] yes=125,no=126,missing=125\n" " 125:leaf=0.0542709\n" " 126:leaf=-0.124326\n" "booster[7]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[VarSpatial<28] yes=3,no=4,missing=3\n" " 3:[FullQp<22] yes=7,no=8,missing=7\n" " 7:[CuDepth<1] yes=15,no=16,missing=15\n" " 15:[FrameType<5] yes=31,no=32,missing=31\n" " 31:[MeanSpatial<21] yes=63,no=64,missing=63\n" " 63:leaf=-0.00919778\n" " 64:leaf=0.222801\n" " 32:[VarSpatial<3] yes=65,no=66,missing=65\n" " 65:leaf=-0.0766828\n" " 66:leaf=0.127952\n" " 16:[MeanSpatial<269] yes=33,no=34,missing=33\n" " 33:[FullQp<14] yes=67,no=68,missing=67\n" " 67:leaf=0.0707177\n" " 68:leaf=-0.0412566\n" " 34:[MeanTemporal<266] yes=69,no=70,missing=69\n" " 69:leaf=-0.230828\n" " 70:leaf=0.189305\n" " 8:[FrameType<5] yes=17,no=18,missing=17\n" " 17:[FullQp<40] yes=35,no=36,missing=35\n" " 35:[MeanSpatial<73] yes=71,no=72,missing=71\n" " 71:leaf=-0.119145\n" " 72:leaf=0.0147434\n" " 36:[CuDepth<1] yes=73,no=74,missing=73\n" " 73:leaf=-0.0621153\n" " 74:leaf=-0.236826\n" " 18:[MeanTemporal<184] yes=37,no=38,missing=37\n" " 37:[MeanMv<30] yes=75,no=76,missing=75\n" " 75:leaf=-0.318407\n" " 76:leaf=-0.171514\n" " 38:[FullQp<31] yes=77,no=78,missing=77\n" " 77:leaf=-0.00938999\n" " 78:leaf=-0.169236\n" " 4:[CuDepth<1] yes=9,no=10,missing=9\n" " 9:[FullQp<26] yes=19,no=20,missing=19\n" " 19:[FrameType<5] yes=39,no=40,missing=39\n" " 39:[VarSpatial<72] yes=79,no=80,missing=79\n" " 79:leaf=0.263272\n" " 80:leaf=0.301511\n" " 40:[VarTemporal<25] yes=81,no=82,missing=81\n" " 81:leaf=0.153279\n" " 82:leaf=0.261082\n" " 20:[FrameType<5] yes=41,no=42,missing=41\n" " 41:[VarSpatial<66] yes=83,no=84,missing=83\n" " 83:leaf=0.129493\n" " 84:leaf=0.217583\n" " 42:[VarTemporal<80] yes=85,no=86,missing=85\n" " 85:leaf=0.00488091\n" " 86:leaf=0.187435\n" " 10:[FullQp<27] yes=21,no=22,missing=21\n" " 21:[VarMv<2] yes=43,no=44,missing=43\n" " 43:[VarTemporal<22] yes=87,no=88,missing=87\n" " 87:leaf=-0.0417036\n" " 88:leaf=0.0856624\n" " 44:[MeanMv<90] yes=89,no=90,missing=89\n" " 89:leaf=0.167299\n" " 90:leaf=0.0754683\n" " 22:[VarTemporal<80] yes=45,no=46,missing=45\n" " 45:[FrameType<5] yes=91,no=92,missing=91\n" " 91:leaf=0.00788267\n" " 92:leaf=-0.11515\n" " 46:[FullQp<38] yes=93,no=94,missing=93\n" " 93:leaf=0.124699\n" " 94:leaf=0.0240337\n" " 2:[FullQp<26] yes=5,no=6,missing=5\n" " 5:[MeanMv<44] yes=11,no=12,missing=11\n" " 11:[VarMv<1] yes=23,no=24,missing=23\n" " 23:[VarTemporal<36] yes=47,no=48,missing=47\n" " 47:[VarSpatial<179] yes=95,no=96,missing=95\n" " 95:leaf=-0.168227\n" " 96:leaf=-0.0686634\n" " 48:[VarSpatial<774] yes=97,no=98,missing=97\n" " 97:leaf=-0.0364729\n" " 98:leaf=0.108771\n" " 24:[MeanTemporal<296] yes=49,no=50,missing=49\n" " 49:[VarTemporal<35] yes=99,no=100,missing=99\n" " 99:leaf=-0.021781\n" " 100:leaf=0.121463\n" " 50:[MeanSpatial<575] yes=101,no=102,missing=101\n" " 101:leaf=0.169632\n" " 102:leaf=0.0594896\n" " 12:[VarSpatial<219] yes=25,no=26,missing=25\n" " 25:[FullQp<16] yes=51,no=52,missing=51\n" " 51:[FrameType<5] yes=103,no=104,missing=103\n" " 103:leaf=0.0198438\n" " 104:leaf=-0.109046\n" " 52:[VarSpatial<11] yes=105,no=106,missing=105\n" " 105:leaf=-0.173498\n" " 106:leaf=-0.0709329\n" " 26:[MeanSpatial<1016] yes=53,no=54,missing=53\n" " 53:[VarTemporal<141] yes=107,no=108,missing=107\n" " 107:leaf=0.115065\n" " 108:leaf=0.222286\n" " 54:[VarSpatial<473] yes=109,no=110,missing=109\n" " 109:leaf=-0.0499522\n" " 110:leaf=0.139254\n" " 6:[VarSpatial<40] yes=13,no=14,missing=13\n" " 13:[FrameType<5] yes=27,no=28,missing=27\n" " 27:[MeanSpatial<142] yes=55,no=56,missing=55\n" " 55:[FullQp<37] yes=111,no=112,missing=111\n" " 111:leaf=-0.229825\n" " 112:leaf=-0.301352\n" " 56:[FullQp<40] yes=113,no=114,missing=113\n" " 113:leaf=-0.0735202\n" " 114:leaf=-0.276398\n" " 28:[FullQp<35] yes=57,no=58,missing=57\n" " 57:[VarTemporal<37] yes=115,no=116,missing=115\n" " 115:leaf=-0.283504\n" " 116:leaf=-0.196762\n" " 58:[VarTemporal<84] yes=117,no=118,missing=117\n" " 117:leaf=-0.3115\n" " 118:leaf=-0.281278\n" " 14:[VarTemporal<87] yes=29,no=30,missing=29\n" " 29:[FrameType<5] yes=59,no=60,missing=59\n" " 59:[FullQp<42] yes=119,no=120,missing=119\n" " 119:leaf=-0.0430301\n" " 120:leaf=-0.200716\n" " 60:[FullQp<31] yes=121,no=122,missing=121\n" " 121:leaf=-0.117874\n" " 122:leaf=-0.252316\n" " 30:[FullQp<40] yes=61,no=62,missing=61\n" " 61:[MeanMv<164] yes=123,no=124,missing=123\n" " 123:leaf=0.0733826\n" " 124:leaf=-0.0507195\n" " 62:[VarTemporal<308] yes=125,no=126,missing=125\n" " 125:leaf=-0.109672\n" " 126:leaf=0.043223\n" "booster[8]:\n" "0:[FrameType<5] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<28] yes=7,no=8,missing=7\n" " 7:[VarSpatial<21] yes=15,no=16,missing=15\n" " 15:[MeanSpatial<10] yes=31,no=32,missing=31\n" " 31:[FullQp<13] yes=63,no=64,missing=63\n" " 63:leaf=0.149395\n" " 64:leaf=-0.480199\n" " 32:[FullQp<18] yes=65,no=66,missing=65\n" " 65:leaf=0.209295\n" " 66:leaf=0.126707\n" " 16:[VarTemporal<15] yes=33,no=34,missing=33\n" " 33:[FullQp<24] yes=67,no=68,missing=67\n" " 67:leaf=0.240063\n" " 68:leaf=0.103361\n" " 34:[FullQp<24] yes=69,no=70,missing=69\n" " 69:leaf=0.282665\n" " 70:leaf=0.243809\n" " 8:[VarSpatial<37] yes=17,no=18,missing=17\n" " 17:[VarTemporal<13] yes=35,no=36,missing=35\n" " 35:[FullQp<31] yes=71,no=72,missing=71\n" " 71:leaf=0.0404836\n" " 72:leaf=-0.0883418\n" " 36:[VarMv<4] yes=73,no=74,missing=73\n" " 73:leaf=-0.0384445\n" " 74:leaf=0.0858744\n" " 18:[VarTemporal<74] yes=37,no=38,missing=37\n" " 37:[FullQp<42] yes=75,no=76,missing=75\n" " 75:leaf=0.155686\n" " 76:leaf=-0.0056114\n" " 38:[MeanMv<315] yes=77,no=78,missing=77\n" " 77:leaf=0.241905\n" " 78:leaf=0.142955\n" " 4:[MeanMv<71] yes=9,no=10,missing=9\n" " 9:[FullQp<18] yes=19,no=20,missing=19\n" " 19:[MeanTemporal<271] yes=39,no=40,missing=39\n" " 39:[FullQp<14] yes=79,no=80,missing=79\n" " 79:leaf=0.101416\n" " 80:leaf=-0.00885344\n" " 40:[MeanSpatial<530] yes=81,no=82,missing=81\n" " 81:leaf=0.194393\n" " 82:leaf=0.103077\n" " 20:[VarTemporal<103] yes=41,no=42,missing=41\n" " 41:[FullQp<38] yes=83,no=84,missing=83\n" " 83:leaf=0.00791456\n" " 84:leaf=-0.0942507\n" " 42:[VarTemporal<265] yes=85,no=86,missing=85\n" " 85:leaf=0.0701225\n" " 86:leaf=0.171077\n" " 10:[VarMv<3] yes=21,no=22,missing=21\n" " 21:[VarTemporal<174] yes=43,no=44,missing=43\n" " 43:[FullQp<19] yes=87,no=88,missing=87\n" " 87:leaf=-0.0581968\n" " 88:leaf=-0.1565\n" " 44:[VarSpatial<79] yes=89,no=90,missing=89\n" " 89:leaf=-0.0817702\n" " 90:leaf=0.0227448\n" " 22:[VarSpatial<75] yes=45,no=46,missing=45\n" " 45:[FullQp<18] yes=91,no=92,missing=91\n" " 91:leaf=0.0304804\n" " 92:leaf=-0.0713269\n" " 46:[CuDepth<2] yes=93,no=94,missing=93\n" " 93:leaf=0.111423\n" " 94:leaf=0.0310102\n" " 2:[FullQp<36] yes=5,no=6,missing=5\n" " 5:[VarSpatial<35] yes=11,no=12,missing=11\n" " 11:[CuDepth<2] yes=23,no=24,missing=23\n" " 23:[CuDepth<1] yes=47,no=48,missing=47\n" " 47:[FullQp<18] yes=95,no=96,missing=95\n" " 95:leaf=0.138469\n" " 96:leaf=0.00333254\n" " 48:[FullQp<26] yes=97,no=98,missing=97\n" " 97:leaf=-0.025826\n" " 98:leaf=-0.134552\n" " 24:[FullQp<23] yes=49,no=50,missing=49\n" " 49:[MeanMv<185] yes=99,no=100,missing=99\n" " 99:leaf=-0.0588242\n" " 100:leaf=-0.201934\n" " 50:[MeanSpatial<403] yes=101,no=102,missing=101\n" " 101:leaf=-0.230411\n" " 102:leaf=-0.0728824\n" " 12:[VarMv<2] yes=25,no=26,missing=25\n" " 25:[FullQp<27] yes=51,no=52,missing=51\n" " 51:[CuDepth<1] yes=103,no=104,missing=103\n" " 103:leaf=0.128588\n" " 104:leaf=-0.030218\n" " 52:[MeanTemporal<499] yes=105,no=106,missing=105\n" " 105:leaf=-0.202624\n" " 106:leaf=-0.0398752\n" " 26:[CuDepth<1] yes=53,no=54,missing=53\n" " 53:[MeanTemporal<501] yes=107,no=108,missing=107\n" " 107:leaf=0.148873\n" " 108:leaf=0.25238\n" " 54:[VarTemporal<30] yes=109,no=110,missing=109\n" " 109:leaf=-0.00607876\n" " 110:leaf=0.0621785\n" " 6:[MeanTemporal<1179] yes=13,no=14,missing=13\n" " 13:[CuDepth<2] yes=27,no=28,missing=27\n" " 27:[VarMv<3] yes=55,no=56,missing=55\n" " 55:[FullQp<42] yes=111,no=112,missing=111\n" " 111:leaf=-0.201439\n" " 112:leaf=-0.331881\n" " 56:[FullQp<42] yes=113,no=114,missing=113\n" " 113:leaf=-0.0401528\n" " 114:leaf=-0.178942\n" " 28:[VarTemporal<134] yes=57,no=58,missing=57\n" " 57:[MeanTemporal<607] yes=115,no=116,missing=115\n" " 115:leaf=-0.29359\n" " 116:leaf=-0.245109\n" " 58:[MeanMv<38] yes=117,no=118,missing=117\n" " 117:leaf=-0.256633\n" " 118:leaf=-0.11552\n" " 14:[VarMv<4] yes=29,no=30,missing=29\n" " 29:[VarTemporal<377] yes=59,no=60,missing=59\n" " 59:[FullQp<40] yes=119,no=120,missing=119\n" " 119:leaf=-0.108387\n" " 120:leaf=-0.240992\n" " 60:[VarSpatial<228] yes=121,no=122,missing=121\n" " 121:leaf=-0.12953\n" " 122:leaf=0.102279\n" " 30:[MeanSpatial<612] yes=61,no=62,missing=61\n" " 61:[CuDepth<1] yes=123,no=124,missing=123\n" " 123:leaf=0.0801185\n" " 124:leaf=-0.147856\n" " 62:[MeanMv<26] yes=125,no=126,missing=125\n" " 125:leaf=-0.0809972\n" " 126:leaf=0.131141\n" "booster[9]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[VarSpatial<64] yes=3,no=4,missing=3\n" " 3:[FullQp<36] yes=7,no=8,missing=7\n" " 7:[MeanTemporal<247] yes=15,no=16,missing=15\n" " 15:[VarTemporal<19] yes=31,no=32,missing=31\n" " 31:[FullQp<14] yes=63,no=64,missing=63\n" " 63:leaf=0.0572983\n" " 64:leaf=-0.0544275\n" " 32:[VarSpatial<14] yes=65,no=66,missing=65\n" " 65:leaf=-0.00684473\n" " 66:leaf=0.133364\n" " 16:[MeanMv<171] yes=33,no=34,missing=33\n" " 33:[FullQp<31] yes=67,no=68,missing=67\n" " 67:leaf=0.10574\n" " 68:leaf=0.00969459\n" " 34:[CuDepth<1] yes=69,no=70,missing=69\n" " 69:leaf=0.0917481\n" " 70:leaf=-0.0362895\n" " 8:[CuDepth<1] yes=17,no=18,missing=17\n" " 17:[VarMv<5] yes=35,no=36,missing=35\n" " 35:[FullQp<40] yes=71,no=72,missing=71\n" " 71:leaf=-0.0350292\n" " 72:leaf=-0.120816\n" " 36:[VarSpatial<8] yes=73,no=74,missing=73\n" " 73:leaf=-0.0869258\n" " 74:leaf=0.0613377\n" " 18:[VarSpatial<14] yes=37,no=38,missing=37\n" " 37:[FullQp<40] yes=75,no=76,missing=75\n" " 75:leaf=-0.153611\n" " 76:leaf=-0.271883\n" " 38:[FullQp<42] yes=77,no=78,missing=77\n" " 77:leaf=-0.0540439\n" " 78:leaf=-0.157681\n" " 4:[FullQp<18] yes=9,no=10,missing=9\n" " 9:[VarMv<1] yes=19,no=20,missing=19\n" " 19:[CuDepth<1] yes=39,no=40,missing=39\n" " 39:[VarTemporal<12] yes=79,no=80,missing=79\n" " 79:leaf=0.16976\n" " 80:leaf=0.262392\n" " 40:[FrameType<5] yes=81,no=82,missing=81\n" " 81:leaf=0.104904\n" " 82:leaf=-0.0521587\n" " 20:[CuDepth<1] yes=41,no=42,missing=41\n" " 41:[MeanTemporal<21] yes=83,no=84,missing=83\n" " 83:leaf=-0.458134\n" " 84:leaf=0.294253\n" " 42:[FrameType<5] yes=85,no=86,missing=85\n" " 85:leaf=0.207068\n" " 86:leaf=0.132957\n" " 10:[CuDepth<1] yes=21,no=22,missing=21\n" " 21:[FrameType<5] yes=43,no=44,missing=43\n" " 43:[FullQp<33] yes=87,no=88,missing=87\n" " 87:leaf=0.240223\n" " 88:leaf=0.13118\n" " 44:[MeanTemporal<1655] yes=89,no=90,missing=89\n" " 89:leaf=0.068799\n" " 90:leaf=0.253377\n" " 22:[VarSpatial<231] yes=45,no=46,missing=45\n" " 45:[VarMv<3] yes=91,no=92,missing=91\n" " 91:leaf=-0.0195445\n" " 92:leaf=0.0600936\n" " 46:[FrameType<5] yes=93,no=94,missing=93\n" " 93:leaf=0.146092\n" " 94:leaf=0.0453048\n" " 2:[FullQp<34] yes=5,no=6,missing=5\n" " 5:[VarSpatial<9] yes=11,no=12,missing=11\n" " 11:[FullQp<21] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<157] yes=47,no=48,missing=47\n" " 47:[MeanMv<130] yes=95,no=96,missing=95\n" " 95:leaf=-0.0550265\n" " 96:leaf=-0.172346\n" " 48:[FullQp<18] yes=97,no=98,missing=97\n" " 97:leaf=0.0953592\n" " 98:leaf=-0.030063\n" " 24:[MeanSpatial<92] yes=49,no=50,missing=49\n" " 49:[FullQp<25] yes=99,no=100,missing=99\n" " 99:leaf=-0.204032\n" " 100:leaf=-0.250316\n" " 50:[FullQp<31] yes=101,no=102,missing=101\n" " 101:leaf=-0.128424\n" " 102:leaf=-0.23875\n" " 12:[VarMv<2] yes=25,no=26,missing=25\n" " 25:[VarSpatial<225] yes=51,no=52,missing=51\n" " 51:[MeanTemporal<389] yes=103,no=104,missing=103\n" " 103:leaf=-0.0843682\n" " 104:leaf=-0.0278318\n" " 52:[VarTemporal<214] yes=105,no=106,missing=105\n" " 105:leaf=-0.0102919\n" " 106:leaf=0.131391\n" " 26:[VarSpatial<92] yes=53,no=54,missing=53\n" " 53:[FullQp<19] yes=107,no=108,missing=107\n" " 107:leaf=0.0308244\n" " 108:leaf=-0.0323707\n" " 54:[VarSpatial<649] yes=109,no=110,missing=109\n" " 109:leaf=0.0496276\n" " 110:leaf=0.147588\n" " 6:[MeanTemporal<476] yes=13,no=14,missing=13\n" " 13:[FrameType<5] yes=27,no=28,missing=27\n" " 27:[FullQp<40] yes=55,no=56,missing=55\n" " 55:[MeanSpatial<122] yes=111,no=112,missing=111\n" " 111:leaf=-0.234537\n" " 112:leaf=-0.0900647\n" " 56:[VarSpatial<55] yes=113,no=114,missing=113\n" " 113:leaf=-0.282749\n" " 114:leaf=-0.157179\n" " 28:[VarTemporal<66] yes=57,no=58,missing=57\n" " 57:[FullQp<39] yes=115,no=116,missing=115\n" " 115:leaf=-0.274976\n" " 116:leaf=-0.301082\n" " 58:[MeanMv<40] yes=117,no=118,missing=117\n" " 117:leaf=-0.272389\n" " 118:leaf=-0.193968\n" " 14:[VarMv<2] yes=29,no=30,missing=29\n" " 29:[FrameType<5] yes=59,no=60,missing=59\n" " 59:[MeanSpatial<1975] yes=119,no=120,missing=119\n" " 119:leaf=-0.125265\n" " 120:leaf=-0.0188571\n" " 60:[VarTemporal<351] yes=121,no=122,missing=121\n" " 121:leaf=-0.261938\n" " 122:leaf=-0.0776407\n" " 30:[FullQp<42] yes=61,no=62,missing=61\n" " 61:[MeanSpatial<305] yes=123,no=124,missing=123\n" " 123:leaf=-0.156987\n" " 124:leaf=0.0318234\n" " 62:[MeanSpatial<1636] yes=125,no=126,missing=125\n" " 125:leaf=-0.113319\n" " 126:leaf=0.0442104\n" "booster[10]:\n" "0:[FrameType<5] yes=1,no=2,missing=1\n" " 1:[VarMv<1] yes=3,no=4,missing=3\n" " 3:[MeanTemporal<293] yes=7,no=8,missing=7\n" " 7:[MeanMv<31] yes=15,no=16,missing=15\n" " 15:[VarTemporal<1] yes=31,no=32,missing=31\n" " 31:[CuDepth<2] yes=63,no=64,missing=63\n" " 63:leaf=-0.592795\n" " 64:leaf=-0.324068\n" " 32:[FullQp<13] yes=65,no=66,missing=65\n" " 65:leaf=0.142779\n" " 66:leaf=-0.0765011\n" " 16:[FullQp<15] yes=33,no=34,missing=33\n" " 33:[VarTemporal<14] yes=67,no=68,missing=67\n" " 67:leaf=-0.155596\n" " 68:leaf=-0.0213876\n" " 34:[VarTemporal<34] yes=69,no=70,missing=69\n" " 69:leaf=-0.233516\n" " 70:leaf=-0.111262\n" " 8:[FullQp<21] yes=17,no=18,missing=17\n" " 17:[MeanSpatial<211] yes=35,no=36,missing=35\n" " 35:[CuDepth<2] yes=71,no=72,missing=71\n" " 71:leaf=0.0518337\n" " 72:leaf=-0.0792972\n" " 36:[MeanMv<253] yes=73,no=74,missing=73\n" " 73:leaf=0.0147691\n" " 74:leaf=0.107694\n" " 18:[VarSpatial<43] yes=37,no=38,missing=37\n" " 37:[CuDepth<2] yes=75,no=76,missing=75\n" " 75:leaf=-0.0724925\n" " 76:leaf=-0.199605\n" " 38:[CuDepth<2] yes=77,no=78,missing=77\n" " 77:leaf=0.0331904\n" " 78:leaf=-0.0560778\n" " 4:[CuDepth<1] yes=9,no=10,missing=9\n" " 9:[FullQp<25] yes=19,no=20,missing=19\n" " 19:[MeanSpatial<211] yes=39,no=40,missing=39\n" " 39:[MeanSpatial<57] yes=79,no=80,missing=79\n" " 79:leaf=0.0525483\n" " 80:leaf=0.141579\n" " 40:[VarSpatial<38] yes=81,no=82,missing=81\n" " 81:leaf=0.205269\n" " 82:leaf=0.264778\n" " 20:[VarTemporal<29] yes=41,no=42,missing=41\n" " 41:[FullQp<36] yes=83,no=84,missing=83\n" " 83:leaf=0.0474885\n" " 84:leaf=-0.0340135\n" " 42:[FullQp<40] yes=85,no=86,missing=85\n" " 85:leaf=0.144318\n" " 86:leaf=0.0487265\n" " 10:[MeanMv<42] yes=21,no=22,missing=21\n" " 21:[MeanTemporal<339] yes=43,no=44,missing=43\n" " 43:[FullQp<14] yes=87,no=88,missing=87\n" " 87:leaf=0.0912994\n" " 88:leaf=-0.00966981\n" " 44:[FullQp<22] yes=89,no=90,missing=89\n" " 89:leaf=0.135069\n" " 90:leaf=0.037497\n" " 22:[VarMv<4] yes=45,no=46,missing=45\n" " 45:[VarTemporal<151] yes=91,no=92,missing=91\n" " 91:leaf=-0.0568015\n" " 92:leaf=-0.00193788\n" " 46:[MeanSpatial<111] yes=93,no=94,missing=93\n" " 93:leaf=-0.0595561\n" " 94:leaf=0.0269222\n" " 2:[FullQp<36] yes=5,no=6,missing=5\n" " 5:[VarSpatial<24] yes=11,no=12,missing=11\n" " 11:[FullQp<22] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<266] yes=47,no=48,missing=47\n" " 47:[FullQp<11] yes=95,no=96,missing=95\n" " 95:leaf=0.135012\n" " 96:leaf=-0.0609513\n" " 48:[FullQp<16] yes=97,no=98,missing=97\n" " 97:leaf=0.157698\n" " 98:leaf=0.0119505\n" " 24:[CuDepth<2] yes=49,no=50,missing=49\n" " 49:[MeanSpatial<98] yes=99,no=100,missing=99\n" " 99:leaf=-0.154455\n" " 100:leaf=-0.0384228\n" " 50:[FullQp<27] yes=101,no=102,missing=101\n" " 101:leaf=-0.146616\n" " 102:leaf=-0.239579\n" " 12:[VarMv<1] yes=25,no=26,missing=25\n" " 25:[FullQp<26] yes=51,no=52,missing=51\n" " 51:[VarSpatial<69] yes=103,no=104,missing=103\n" " 103:leaf=-0.120232\n" " 104:leaf=-0.0273623\n" " 52:[MeanTemporal<429] yes=105,no=106,missing=105\n" " 105:leaf=-0.24337\n" " 106:leaf=-0.089085\n" " 26:[CuDepth<1] yes=53,no=54,missing=53\n" " 53:[FullQp<21] yes=107,no=108,missing=107\n" " 107:leaf=0.224104\n" " 108:leaf=0.0881411\n" " 54:[VarMv<4] yes=109,no=110,missing=109\n" " 109:leaf=-0.0134347\n" " 110:leaf=0.0348304\n" " 6:[MeanTemporal<846] yes=13,no=14,missing=13\n" " 13:[CuDepth<2] yes=27,no=28,missing=27\n" " 27:[MeanMv<41] yes=55,no=56,missing=55\n" " 55:[FullQp<42] yes=111,no=112,missing=111\n" " 111:leaf=-0.147712\n" " 112:leaf=-0.270428\n" " 56:[CuDepth<1] yes=113,no=114,missing=113\n" " 113:leaf=-0.00928795\n" " 114:leaf=-0.114185\n" " 28:[VarSpatial<54] yes=57,no=58,missing=57\n" " 57:[FullQp<39] yes=115,no=116,missing=115\n" " 115:leaf=-0.265261\n" " 116:leaf=-0.296538\n" " 58:[MeanMv<51] yes=117,no=118,missing=117\n" " 117:leaf=-0.260603\n" " 118:leaf=-0.12538\n" " 14:[MeanMv<22] yes=29,no=30,missing=29\n" " 29:[FullQp<40] yes=59,no=60,missing=59\n" " 59:[MeanTemporal<1409] yes=119,no=120,missing=119\n" " 119:leaf=-0.10334\n" " 120:leaf=0.195675\n" " 60:[MeanTemporal<2093] yes=121,no=122,missing=121\n" " 121:leaf=-0.234214\n" " 122:leaf=0.132431\n" " 30:[VarSpatial<42] yes=61,no=62,missing=61\n" " 61:[CuDepth<2] yes=123,no=124,missing=123\n" " 123:leaf=-0.0833236\n" " 124:leaf=-0.249133\n" " 62:[FullQp<42] yes=125,no=126,missing=125\n" " 125:leaf=0.0829657\n" " 126:leaf=-0.00891256\n" "booster[11]:\n" "0:[FullQp<33] yes=1,no=2,missing=1\n" " 1:[CuDepth<2] yes=3,no=4,missing=3\n" " 3:[MeanTemporal<268] yes=7,no=8,missing=7\n" " 7:[VarTemporal<24] yes=15,no=16,missing=15\n" " 15:[VarMv<3] yes=31,no=32,missing=31\n" " 31:[FullQp<21] yes=63,no=64,missing=63\n" " 63:leaf=-0.019152\n" " 64:leaf=-0.129456\n" " 32:[FullQp<22] yes=65,no=66,missing=65\n" " 65:leaf=0.0433134\n" " 66:leaf=-0.0209765\n" " 16:[FullQp<20] yes=33,no=34,missing=33\n" " 33:[VarSpatial<16] yes=67,no=68,missing=67\n" " 67:leaf=-0.0243517\n" " 68:leaf=0.203882\n" " 34:[MeanSpatial<367] yes=69,no=70,missing=69\n" " 69:leaf=0.0978518\n" " 70:leaf=0.00547447\n" " 8:[MeanMv<88] yes=17,no=18,missing=17\n" " 17:[VarMv<2] yes=35,no=36,missing=35\n" " 35:[CuDepth<1] yes=71,no=72,missing=71\n" " 71:leaf=0.118218\n" " 72:leaf=0.0373424\n" " 36:[FullQp<18] yes=73,no=74,missing=73\n" " 73:leaf=0.179454\n" " 74:leaf=0.109643\n" " 18:[CuDepth<1] yes=37,no=38,missing=37\n" " 37:[VarSpatial<10] yes=75,no=76,missing=75\n" " 75:leaf=0.0180352\n" " 76:leaf=0.137357\n" " 38:[FrameType<5] yes=77,no=78,missing=77\n" " 77:leaf=0.0215115\n" " 78:leaf=-0.060741\n" " 4:[VarSpatial<7] yes=9,no=10,missing=9\n" " 9:[MeanSpatial<90] yes=19,no=20,missing=19\n" " 19:[FullQp<17] yes=39,no=40,missing=39\n" " 39:[MeanTemporal<59] yes=79,no=80,missing=79\n" " 79:leaf=-0.0248739\n" " 80:leaf=-0.149049\n" " 40:[VarMv<1] yes=81,no=82,missing=81\n" " 81:leaf=-0.250961\n" " 82:leaf=-0.164001\n" " 20:[FullQp<19] yes=41,no=42,missing=41\n" " 41:[FrameType<5] yes=83,no=84,missing=83\n" " 83:leaf=0.051542\n" " 84:leaf=-0.0484441\n" " 42:[MeanTemporal<612] yes=85,no=86,missing=85\n" " 85:leaf=-0.0752921\n" " 86:leaf=-0.22901\n" " 10:[FullQp<12] yes=21,no=22,missing=21\n" " 21:[VarSpatial<42] yes=43,no=44,missing=43\n" " 43:[MeanSpatial<157] yes=87,no=88,missing=87\n" " 87:leaf=0.107452\n" " 88:leaf=0.0150784\n" " 44:[MeanTemporal<131] yes=89,no=90,missing=89\n" " 89:leaf=0.160894\n" " 90:leaf=0.27451\n" " 22:[VarSpatial<503] yes=45,no=46,missing=45\n" " 45:[VarMv<2] yes=91,no=92,missing=91\n" " 91:leaf=-0.0322209\n" " 92:leaf=0.00308921\n" " 46:[VarTemporal<311] yes=93,no=94,missing=93\n" " 93:leaf=0.0453372\n" " 94:leaf=0.178208\n" " 2:[MeanTemporal<629] yes=5,no=6,missing=5\n" " 5:[FullQp<42] yes=11,no=12,missing=11\n" " 11:[FrameType<5] yes=23,no=24,missing=23\n" " 23:[MeanTemporal<186] yes=47,no=48,missing=47\n" " 47:[CuDepth<2] yes=95,no=96,missing=95\n" " 95:leaf=-0.0686846\n" " 96:leaf=-0.195706\n" " 48:[VarMv<2] yes=97,no=98,missing=97\n" " 97:leaf=-0.0987973\n" " 98:leaf=-0.0122783\n" " 24:[CuDepth<2] yes=49,no=50,missing=49\n" " 49:[MeanMv<28] yes=99,no=100,missing=99\n" " 99:leaf=-0.172093\n" " 100:leaf=-0.0193093\n" " 50:[VarTemporal<65] yes=101,no=102,missing=101\n" " 101:leaf=-0.247605\n" " 102:leaf=-0.152824\n" " 12:[CuDepth<1] yes=25,no=26,missing=25\n" " 25:[MeanMv<90] yes=51,no=52,missing=51\n" " 51:[VarTemporal<20] yes=103,no=104,missing=103\n" " 103:leaf=-0.21955\n" " 104:leaf=-0.102299\n" " 52:[VarTemporal<14] yes=105,no=106,missing=105\n" " 105:leaf=-0.194435\n" " 106:leaf=0.0275601\n" " 26:[VarTemporal<54] yes=53,no=54,missing=53\n" " 53:[VarTemporal<30] yes=107,no=108,missing=107\n" " 107:leaf=-0.285811\n" " 108:leaf=-0.225791\n" " 54:[CuDepth<2] yes=109,no=110,missing=109\n" " 109:leaf=-0.0932538\n" " 110:leaf=-0.187473\n" " 6:[VarMv<2] yes=13,no=14,missing=13\n" " 13:[FrameType<5] yes=27,no=28,missing=27\n" " 27:[MeanSpatial<2873] yes=55,no=56,missing=55\n" " 55:[VarSpatial<35] yes=111,no=112,missing=111\n" " 111:leaf=-0.163539\n" " 112:leaf=-0.0373579\n" " 56:[CuDepth<2] yes=113,no=114,missing=113\n" " 113:leaf=0.168495\n" " 114:leaf=0.0532651\n" " 28:[CuDepth<1] yes=57,no=58,missing=57\n" " 57:[FullQp<40] yes=115,no=116,missing=115\n" " 115:leaf=0.0466128\n" " 116:leaf=-0.159586\n" " 58:[VarTemporal<291] yes=117,no=118,missing=117\n" " 117:leaf=-0.195457\n" " 118:leaf=-0.0560217\n" " 14:[FullQp<42] yes=29,no=30,missing=29\n" " 29:[MeanMv<133] yes=59,no=60,missing=59\n" " 59:[FullQp<38] yes=119,no=120,missing=119\n" " 119:leaf=0.110508\n" " 120:leaf=0.0432081\n" " 60:[VarSpatial<14] yes=121,no=122,missing=121\n" " 121:leaf=-0.146936\n" " 122:leaf=-0.00124462\n" " 30:[MeanTemporal<1527] yes=61,no=62,missing=61\n" " 61:[VarMv<6] yes=123,no=124,missing=123\n" " 123:leaf=-0.102452\n" " 124:leaf=-0.0158358\n" " 62:[MeanSpatial<768] yes=125,no=126,missing=125\n" " 125:leaf=-0.00478747\n" " 126:leaf=0.0862382\n" "booster[12]:\n" "0:[FrameType<5] yes=1,no=2,missing=1\n" " 1:[CuDepth<2] yes=3,no=4,missing=3\n" " 3:[VarSpatial<254] yes=7,no=8,missing=7\n" " 7:[CuDepth<1] yes=15,no=16,missing=15\n" " 15:[FullQp<24] yes=31,no=32,missing=31\n" " 31:[MeanSpatial<211] yes=63,no=64,missing=63\n" " 63:leaf=0.0978192\n" " 64:leaf=0.205664\n" " 32:[VarSpatial<80] yes=65,no=66,missing=65\n" " 65:leaf=0.0305952\n" " 66:leaf=0.136432\n" " 16:[VarSpatial<5] yes=33,no=34,missing=33\n" " 33:[VarSpatial<3] yes=67,no=68,missing=67\n" " 67:leaf=-0.186406\n" " 68:leaf=-0.050847\n" " 34:[FullQp<18] yes=69,no=70,missing=69\n" " 69:leaf=0.0702895\n" " 70:leaf=0.0107896\n" " 8:[FullQp<24] yes=17,no=18,missing=17\n" " 17:[VarSpatial<355] yes=35,no=36,missing=35\n" " 35:[MeanSpatial<1622] yes=71,no=72,missing=71\n" " 71:leaf=0.224977\n" " 72:leaf=0.134345\n" " 36:[VarSpatial<445] yes=73,no=74,missing=73\n" " 73:leaf=0.235574\n" " 74:leaf=0.277718\n" " 18:[VarSpatial<363] yes=37,no=38,missing=37\n" " 37:[VarTemporal<189] yes=75,no=76,missing=75\n" " 75:leaf=0.0482859\n" " 76:leaf=0.151967\n" " 38:[VarTemporal<191] yes=77,no=78,missing=77\n" " 77:leaf=0.135062\n" " 78:leaf=0.225212\n" " 4:[MeanMv<30] yes=9,no=10,missing=9\n" " 9:[FullQp<33] yes=19,no=20,missing=19\n" " 19:[MeanTemporal<369] yes=39,no=40,missing=39\n" " 39:[VarTemporal<47] yes=79,no=80,missing=79\n" " 79:leaf=-0.00330982\n" " 80:leaf=0.080142\n" " 40:[MeanSpatial<783] yes=81,no=82,missing=81\n" " 81:leaf=0.151064\n" " 82:leaf=0.0298448\n" " 20:[MeanTemporal<745] yes=41,no=42,missing=41\n" " 41:[VarTemporal<40] yes=83,no=84,missing=83\n" " 83:leaf=-0.11527\n" " 84:leaf=-0.0360177\n" " 42:[VarSpatial<102] yes=85,no=86,missing=85\n" " 85:leaf=0.162559\n" " 86:leaf=0.0165434\n" " 10:[VarMv<3] yes=21,no=22,missing=21\n" " 21:[VarTemporal<134] yes=43,no=44,missing=43\n" " 43:[FullQp<15] yes=87,no=88,missing=87\n" " 87:leaf=0.00328526\n" " 88:leaf=-0.0749907\n" " 44:[MeanSpatial<272] yes=89,no=90,missing=89\n" " 89:leaf=-0.0904735\n" " 90:leaf=0.017198\n" " 22:[MeanMv<148] yes=45,no=46,missing=45\n" " 45:[FullQp<31] yes=91,no=92,missing=91\n" " 91:leaf=0.0323914\n" " 92:leaf=-0.00676036\n" " 46:[VarSpatial<146] yes=93,no=94,missing=93\n" " 93:leaf=-0.0667581\n" " 94:leaf=0.0151659\n" " 2:[FullQp<26] yes=5,no=6,missing=5\n" " 5:[MeanMv<38] yes=11,no=12,missing=11\n" " 11:[MeanTemporal<237] yes=23,no=24,missing=23\n" " 23:[FullQp<22] yes=47,no=48,missing=47\n" " 47:[VarTemporal<27] yes=95,no=96,missing=95\n" " 95:leaf=-0.00832933\n" " 96:leaf=0.156599\n" " 48:[MeanTemporal<175] yes=97,no=98,missing=97\n" " 97:leaf=-0.235025\n" " 98:leaf=-0.134647\n" " 24:[MeanSpatial<689] yes=49,no=50,missing=49\n" " 49:[MeanTemporal<360] yes=99,no=100,missing=99\n" " 99:leaf=0.0427072\n" " 100:leaf=0.131685\n" " 50:[FullQp<20] yes=101,no=102,missing=101\n" " 101:leaf=-0.0450956\n" " 102:leaf=0.0390266\n" " 12:[CuDepth<1] yes=25,no=26,missing=25\n" " 25:[MeanSpatial<50] yes=51,no=52,missing=51\n" " 51:[FullQp<16] yes=103,no=104,missing=103\n" " 103:leaf=0.0023558\n" " 104:leaf=-0.216913\n" " 52:[VarMv<2] yes=105,no=106,missing=105\n" " 105:leaf=-0.0735275\n" " 106:leaf=0.0830013\n" " 26:[MeanTemporal<468] yes=53,no=54,missing=53\n" " 53:[VarSpatial<51] yes=107,no=108,missing=107\n" " 107:leaf=-0.0511352\n" " 108:leaf=0.00232036\n" " 54:[VarSpatial<79] yes=109,no=110,missing=109\n" " 109:leaf=-0.138708\n" " 110:leaf=-0.0475012\n" " 6:[MeanTemporal<413] yes=13,no=14,missing=13\n" " 13:[MeanMv<25] yes=27,no=28,missing=27\n" " 27:[CuDepth<1] yes=55,no=56,missing=55\n" " 55:[FullQp<30] yes=111,no=112,missing=111\n" " 111:leaf=-0.192425\n" " 112:leaf=-0.0288906\n" " 56:[MeanTemporal<324] yes=113,no=114,missing=113\n" " 113:leaf=-0.262034\n" " 114:leaf=-0.17828\n" " 28:[CuDepth<2] yes=57,no=58,missing=57\n" " 57:[FullQp<39] yes=115,no=116,missing=115\n" " 115:leaf=-0.01624\n" " 116:leaf=-0.126741\n" " 58:[VarSpatial<38] yes=117,no=118,missing=117\n" " 117:leaf=-0.221047\n" " 118:leaf=-0.0854639\n" " 14:[FullQp<38] yes=29,no=30,missing=29\n" " 29:[VarMv<1] yes=59,no=60,missing=59\n" " 59:[FullQp<31] yes=119,no=120,missing=119\n" " 119:leaf=-0.0474418\n" " 120:leaf=-0.135985\n" " 60:[MeanTemporal<2122] yes=121,no=122,missing=121\n" " 121:leaf=0.0614878\n" " 122:leaf=-0.0782339\n" " 30:[MeanMv<44] yes=61,no=62,missing=61\n" " 61:[CuDepth<2] yes=123,no=124,missing=123\n" " 123:leaf=-0.0928722\n" " 124:leaf=-0.202989\n" " 62:[MeanSpatial<882] yes=125,no=126,missing=125\n" " 125:leaf=-0.0505345\n" " 126:leaf=0.0556837\n" "booster[13]:\n" "0:[VarMv<1] yes=1,no=2,missing=1\n" " 1:[MeanSpatial<73] yes=3,no=4,missing=3\n" " 3:[MeanSpatial<1] yes=7,no=8,missing=7\n" " 7:[CuDepth<2] yes=15,no=16,missing=15\n" " 15:[FullQp<8] yes=31,no=32,missing=31\n" " 31:[MeanTemporal<1836] yes=63,no=64,missing=63\n" " 63:leaf=-0.107703\n" " 64:leaf=-0.579168\n" " 32:[FullQp<26] yes=65,no=66,missing=65\n" " 65:leaf=-0.452292\n" " 66:leaf=-0.310292\n" " 16:[FullQp<8] yes=33,no=34,missing=33\n" " 33:[MeanTemporal<2111] yes=67,no=68,missing=67\n" " 67:leaf=-0.105412\n" " 68:leaf=-0.32165\n" " 34:[MeanMv<54] yes=69,no=70,missing=69\n" " 69:leaf=-0.301838\n" " 70:leaf=-0.233153\n" " 8:[FullQp<18] yes=17,no=18,missing=17\n" " 17:[VarSpatial<15] yes=35,no=36,missing=35\n" " 35:[CuDepth<2] yes=71,no=72,missing=71\n" " 71:leaf=-0.0165564\n" " 72:leaf=-0.117016\n" " 36:[MeanSpatial<59] yes=73,no=74,missing=73\n" " 73:leaf=0.243894\n" " 74:leaf=0.0812785\n" " 18:[FullQp<31] yes=37,no=38,missing=37\n" " 37:[MeanMv<363] yes=75,no=76,missing=75\n" " 75:leaf=-0.183372\n" " 76:leaf=-0.0592795\n" " 38:[FullQp<38] yes=77,no=78,missing=77\n" " 77:leaf=-0.221099\n" " 78:leaf=-0.283811\n" " 4:[VarTemporal<27] yes=9,no=10,missing=9\n" " 9:[MeanMv<21] yes=19,no=20,missing=19\n" " 19:[CuDepth<1] yes=39,no=40,missing=39\n" " 39:[FullQp<19] yes=79,no=80,missing=79\n" " 79:leaf=0.145571\n" " 80:leaf=-0.0247235\n" " 40:[FullQp<24] yes=81,no=82,missing=81\n" " 81:leaf=-0.050505\n" " 82:leaf=-0.126875\n" " 20:[MeanMv<111] yes=41,no=42,missing=41\n" " 41:[MeanSpatial<1252] yes=83,no=84,missing=83\n" " 83:leaf=-0.17364\n" " 84:leaf=-0.0571958\n" " 42:[FullQp<26] yes=85,no=86,missing=85\n" " 85:leaf=0.0163194\n" " 86:leaf=-0.159089\n" " 10:[FullQp<27] yes=21,no=22,missing=21\n" " 21:[VarTemporal<101] yes=43,no=44,missing=43\n" " 43:[CuDepth<1] yes=87,no=88,missing=87\n" " 87:leaf=0.155568\n" " 88:leaf=-0.0168067\n" " 44:[MeanSpatial<272] yes=89,no=90,missing=89\n" " 89:leaf=-0.0353796\n" " 90:leaf=0.0613216\n" " 22:[VarSpatial<57] yes=45,no=46,missing=45\n" " 45:[CuDepth<2] yes=91,no=92,missing=91\n" " 91:leaf=-0.070273\n" " 92:leaf=-0.158389\n" " 46:[MeanTemporal<472] yes=93,no=94,missing=93\n" " 93:leaf=-0.119855\n" " 94:leaf=-0.0276706\n" " 2:[FullQp<40] yes=5,no=6,missing=5\n" " 5:[CuDepth<1] yes=11,no=12,missing=11\n" " 11:[VarSpatial<7] yes=23,no=24,missing=23\n" " 23:[VarSpatial<3] yes=47,no=48,missing=47\n" " 47:[MeanTemporal<249] yes=95,no=96,missing=95\n" " 95:leaf=-0.0280777\n" " 96:leaf=-0.198054\n" " 48:[FullQp<15] yes=97,no=98,missing=97\n" " 97:leaf=0.110528\n" " 98:leaf=0.0117003\n" " 24:[FullQp<20] yes=49,no=50,missing=49\n" " 49:[VarSpatial<33] yes=99,no=100,missing=99\n" " 99:leaf=0.152098\n" " 100:leaf=0.230736\n" " 50:[VarTemporal<32] yes=101,no=102,missing=101\n" " 101:leaf=0.0343332\n" " 102:leaf=0.115446\n" " 12:[VarSpatial<71] yes=25,no=26,missing=25\n" " 25:[MeanTemporal<931] yes=51,no=52,missing=51\n" " 51:[MeanTemporal<262] yes=103,no=104,missing=103\n" " 103:leaf=-0.0255973\n" " 104:leaf=0.0204168\n" " 52:[MeanSpatial<1090] yes=105,no=106,missing=105\n" " 105:leaf=-0.0916654\n" " 106:leaf=0.174361\n" " 26:[MeanSpatial<522] yes=53,no=54,missing=53\n" " 53:[FullQp<24] yes=107,no=108,missing=107\n" " 107:leaf=0.1053\n" " 108:leaf=0.0290031\n" " 54:[VarSpatial<197] yes=109,no=110,missing=109\n" " 109:leaf=-0.00886989\n" " 110:leaf=0.0313189\n" " 6:[MeanTemporal<915] yes=13,no=14,missing=13\n" " 13:[VarTemporal<32] yes=27,no=28,missing=27\n" " 27:[CuDepth<1] yes=55,no=56,missing=55\n" " 55:[FullQp<41] yes=111,no=112,missing=111\n" " 111:leaf=-0.18314\n" " 112:leaf=-0.0375252\n" " 56:[VarSpatial<27] yes=113,no=114,missing=113\n" " 113:leaf=-0.260307\n" " 114:leaf=-0.17313\n" " 28:[CuDepth<2] yes=57,no=58,missing=57\n" " 57:[VarMv<4] yes=115,no=116,missing=115\n" " 115:leaf=-0.0887808\n" " 116:leaf=-0.0145468\n" " 58:[FrameType<5] yes=117,no=118,missing=117\n" " 117:leaf=-0.0729366\n" " 118:leaf=-0.214914\n" " 14:[VarMv<4] yes=29,no=30,missing=29\n" " 29:[MeanSpatial<2857] yes=59,no=60,missing=59\n" " 59:[VarTemporal<411] yes=119,no=120,missing=119\n" " 119:leaf=-0.0689422\n" " 120:leaf=0.0500043\n" " 60:[FrameType<5] yes=121,no=122,missing=121\n" " 121:leaf=0.0954993\n" " 122:leaf=-0.0959307\n" " 30:[CuDepth<1] yes=61,no=62,missing=61\n" " 61:[VarSpatial<12] yes=123,no=124,missing=123\n" " 123:leaf=-0.0733963\n" " 124:leaf=0.154505\n" " 62:[VarSpatial<24] yes=125,no=126,missing=125\n" " 125:leaf=-0.187216\n" " 126:leaf=0.0293793\n" "booster[14]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[VarSpatial<126] yes=3,no=4,missing=3\n" " 3:[VarMv<3] yes=7,no=8,missing=7\n" " 7:[MeanTemporal<331] yes=15,no=16,missing=15\n" " 15:[FullQp<15] yes=31,no=32,missing=31\n" " 31:[VarSpatial<49] yes=63,no=64,missing=63\n" " 63:leaf=0.00587982\n" " 64:leaf=0.136218\n" " 32:[VarTemporal<34] yes=65,no=66,missing=65\n" " 65:leaf=-0.0627647\n" " 66:leaf=0.0741432\n" " 16:[FullQp<31] yes=33,no=34,missing=33\n" " 33:[MeanMv<30] yes=67,no=68,missing=67\n" " 67:leaf=0.0822029\n" " 68:leaf=-0.0183431\n" " 34:[MeanSpatial<1901] yes=69,no=70,missing=69\n" " 69:leaf=-0.0515288\n" " 70:leaf=0.111133\n" " 8:[VarSpatial<6] yes=17,no=18,missing=17\n" " 17:[FullQp<26] yes=35,no=36,missing=35\n" " 35:[FrameType<5] yes=71,no=72,missing=71\n" " 71:leaf=0.0155084\n" " 72:leaf=-0.0457588\n" " 36:[CuDepth<1] yes=73,no=74,missing=73\n" " 73:leaf=-0.0313687\n" " 74:leaf=-0.168534\n" " 18:[FullQp<15] yes=37,no=38,missing=37\n" " 37:[VarSpatial<14] yes=75,no=76,missing=75\n" " 75:leaf=0.0512564\n" " 76:leaf=0.144105\n" " 38:[CuDepth<1] yes=77,no=78,missing=77\n" " 77:leaf=0.0617543\n" " 78:leaf=0.0129379\n" " 4:[FullQp<19] yes=9,no=10,missing=9\n" " 9:[MeanSpatial<1090] yes=19,no=20,missing=19\n" " 19:[VarSpatial<175] yes=39,no=40,missing=39\n" " 39:[MeanSpatial<779] yes=79,no=80,missing=79\n" " 79:leaf=0.201266\n" " 80:leaf=0.0963272\n" " 40:[FrameType<5] yes=81,no=82,missing=81\n" " 81:leaf=0.246129\n" " 82:leaf=0.203114\n" " 20:[VarSpatial<236] yes=41,no=42,missing=41\n" " 41:[CuDepth<1] yes=83,no=84,missing=83\n" " 83:leaf=0.247794\n" " 84:leaf=-0.00823845\n" " 42:[VarSpatial<343] yes=85,no=86,missing=85\n" " 85:leaf=0.131814\n" " 86:leaf=0.225414\n" " 10:[VarTemporal<101] yes=21,no=22,missing=21\n" " 21:[FullQp<33] yes=43,no=44,missing=43\n" " 43:[FullQp<30] yes=87,no=88,missing=87\n" " 87:leaf=0.0154121\n" " 88:leaf=0.0980578\n" " 44:[MeanTemporal<1851] yes=89,no=90,missing=89\n" " 89:leaf=-0.0187992\n" " 90:leaf=0.342701\n" " 22:[FullQp<42] yes=45,no=46,missing=45\n" " 45:[MeanMv<110] yes=91,no=92,missing=91\n" " 91:leaf=0.115836\n" " 92:leaf=0.0662196\n" " 46:[MeanTemporal<1774] yes=93,no=94,missing=93\n" " 93:leaf=-0.0279017\n" " 94:leaf=0.0913207\n" " 2:[VarSpatial<789] yes=5,no=6,missing=5\n" " 5:[FullQp<24] yes=11,no=12,missing=11\n" " 11:[MeanSpatial<1592] yes=23,no=24,missing=23\n" " 23:[VarSpatial<275] yes=47,no=48,missing=47\n" " 47:[MeanSpatial<778] yes=95,no=96,missing=95\n" " 95:leaf=0.00910141\n" " 96:leaf=-0.0708095\n" " 48:[MeanSpatial<1169] yes=97,no=98,missing=97\n" " 97:leaf=0.142579\n" " 98:leaf=0.0587493\n" " 24:[VarTemporal<202] yes=49,no=50,missing=49\n" " 49:[MeanMv<25] yes=99,no=100,missing=99\n" " 99:leaf=-0.0503362\n" " 100:leaf=-0.117167\n" " 50:[MeanMv<63] yes=101,no=102,missing=101\n" " 101:leaf=0.0726507\n" " 102:leaf=-0.0589747\n" " 12:[VarTemporal<32] yes=25,no=26,missing=25\n" " 25:[FrameType<5] yes=51,no=52,missing=51\n" " 51:[FullQp<31] yes=103,no=104,missing=103\n" " 103:leaf=-0.0388741\n" " 104:leaf=-0.118809\n" " 52:[MeanTemporal<340] yes=105,no=106,missing=105\n" " 105:leaf=-0.194444\n" " 106:leaf=-0.0551952\n" " 26:[MeanMv<180] yes=53,no=54,missing=53\n" " 53:[VarMv<4] yes=107,no=108,missing=107\n" " 107:leaf=-0.0230844\n" " 108:leaf=0.0234998\n" " 54:[VarSpatial<39] yes=109,no=110,missing=109\n" " 109:leaf=-0.150296\n" " 110:leaf=-0.03113\n" " 6:[VarTemporal<484] yes=13,no=14,missing=13\n" " 13:[VarSpatial<1048] yes=27,no=28,missing=27\n" " 27:[FullQp<20] yes=55,no=56,missing=55\n" " 55:[MeanSpatial<2498] yes=111,no=112,missing=111\n" " 111:leaf=0.21467\n" " 112:leaf=0.0379269\n" " 56:[FrameType<5] yes=113,no=114,missing=113\n" " 113:leaf=0.0642839\n" " 114:leaf=-0.00456095\n" " 28:[FrameType<5] yes=57,no=58,missing=57\n" " 57:[FullQp<20] yes=115,no=116,missing=115\n" " 115:leaf=0.230065\n" " 116:leaf=0.155961\n" " 58:[FullQp<24] yes=117,no=118,missing=117\n" " 117:leaf=0.142327\n" " 118:leaf=0.0313854\n" " 14:[VarSpatial<1007] yes=29,no=30,missing=29\n" " 29:[MeanSpatial<2954] yes=59,no=60,missing=59\n" " 59:[FullQp<24] yes=119,no=120,missing=119\n" " 119:leaf=0.228709\n" " 120:leaf=0.17512\n" " 60:[FrameType<5] yes=121,no=122,missing=121\n" " 121:leaf=0.205074\n" " 122:leaf=0.262634\n" " 30:[VarTemporal<649] yes=61,no=62,missing=61\n" " 61:[FullQp<42] yes=123,no=124,missing=123\n" " 123:leaf=0.218582\n" " 124:leaf=0.134706\n" " 62:[MeanTemporal<8938] yes=125,no=126,missing=125\n" " 125:leaf=0.279666\n" " 126:leaf=0.224502\n" "booster[15]:\n" "0:[FrameType<5] yes=1,no=2,missing=1\n" " 1:[FullQp<18] yes=3,no=4,missing=3\n" " 3:[VarSpatial<190] yes=7,no=8,missing=7\n" " 7:[MeanSpatial<578] yes=15,no=16,missing=15\n" " 15:[MeanTemporal<207] yes=31,no=32,missing=31\n" " 31:[MeanSpatial<185] yes=63,no=64,missing=63\n" " 63:leaf=0.0257402\n" " 64:leaf=-0.0823257\n" " 32:[VarTemporal<35] yes=65,no=66,missing=65\n" " 65:leaf=0.0933173\n" " 66:leaf=0.0115124\n" " 16:[CuDepth<2] yes=33,no=34,missing=33\n" " 33:[MeanMv<49] yes=67,no=68,missing=67\n" " 67:leaf=0.088452\n" " 68:leaf=-0.0575091\n" " 34:[MeanTemporal<407] yes=69,no=70,missing=69\n" " 69:leaf=-0.169677\n" " 70:leaf=-0.0449503\n" " 8:[MeanSpatial<1290] yes=17,no=18,missing=17\n" " 17:[VarSpatial<325] yes=35,no=36,missing=35\n" " 35:[FullQp<15] yes=71,no=72,missing=71\n" " 71:leaf=0.195764\n" " 72:leaf=0.101409\n" " 36:[FullQp<15] yes=73,no=74,missing=73\n" " 73:leaf=0.26696\n" " 74:leaf=0.196975\n" " 18:[VarSpatial<426] yes=37,no=38,missing=37\n" " 37:[CuDepth<2] yes=75,no=76,missing=75\n" " 75:leaf=0.137404\n" " 76:leaf=-0.0282064\n" " 38:[MeanSpatial<2278] yes=77,no=78,missing=77\n" " 77:leaf=0.173006\n" " 78:leaf=0.037785\n" " 4:[VarSpatial<18] yes=9,no=10,missing=9\n" " 9:[CuDepth<2] yes=19,no=20,missing=19\n" " 19:[MeanSpatial<13] yes=39,no=40,missing=39\n" " 39:[MeanTemporal<229] yes=79,no=80,missing=79\n" " 79:leaf=-0.155208\n" " 80:leaf=-0.416816\n" " 40:[FullQp<36] yes=81,no=82,missing=81\n" " 81:leaf=0.00390884\n" " 82:leaf=-0.053878\n" " 20:[FullQp<37] yes=41,no=42,missing=41\n" " 41:[MeanTemporal<623] yes=83,no=84,missing=83\n" " 83:leaf=-0.0391124\n" " 84:leaf=-0.17425\n" " 42:[MeanSpatial<492] yes=85,no=86,missing=85\n" " 85:leaf=-0.22433\n" " 86:leaf=0.09537\n" " 10:[VarTemporal<42] yes=21,no=22,missing=21\n" " 21:[MeanSpatial<233] yes=43,no=44,missing=43\n" " 43:[FullQp<31] yes=87,no=88,missing=87\n" " 87:leaf=0.0628117\n" " 88:leaf=-0.0199301\n" " 44:[MeanTemporal<411] yes=89,no=90,missing=89\n" " 89:leaf=-0.0353458\n" " 90:leaf=0.020324\n" " 22:[CuDepth<2] yes=45,no=46,missing=45\n" " 45:[FullQp<42] yes=91,no=92,missing=91\n" " 91:leaf=0.0567388\n" " 92:leaf=-0.015606\n" " 46:[VarSpatial<860] yes=93,no=94,missing=93\n" " 93:leaf=0.00600978\n" " 94:leaf=0.102448\n" " 2:[FullQp<31] yes=5,no=6,missing=5\n" " 5:[MeanMv<106] yes=11,no=12,missing=11\n" " 11:[MeanTemporal<388] yes=23,no=24,missing=23\n" " 23:[FullQp<24] yes=47,no=48,missing=47\n" " 47:[VarTemporal<44] yes=95,no=96,missing=95\n" " 95:leaf=-0.00210056\n" " 96:leaf=0.0760123\n" " 48:[MeanMv<23] yes=97,no=98,missing=97\n" " 97:leaf=-0.135912\n" " 98:leaf=-0.0296066\n" " 24:[FullQp<22] yes=49,no=50,missing=49\n" " 49:[MeanSpatial<744] yes=99,no=100,missing=99\n" " 99:leaf=0.0429936\n" " 100:leaf=-0.0606418\n" " 50:[VarSpatial<167] yes=101,no=102,missing=101\n" " 101:leaf=0.0881248\n" " 102:leaf=0.0306608\n" " 12:[FullQp<30] yes=25,no=26,missing=25\n" " 25:[VarSpatial<343] yes=51,no=52,missing=51\n" " 51:[MeanTemporal<616] yes=103,no=104,missing=103\n" " 103:leaf=-0.0415173\n" " 104:leaf=-0.07966\n" " 52:[MeanSpatial<1401] yes=105,no=106,missing=105\n" " 105:leaf=0.117403\n" " 106:leaf=-0.0055372\n" " 26:[CuDepth<2] yes=53,no=54,missing=53\n" " 53:[MeanSpatial<210] yes=107,no=108,missing=107\n" " 107:leaf=-0.0129777\n" " 108:leaf=0.208032\n" " 54:[VarSpatial<53] yes=109,no=110,missing=109\n" " 109:leaf=-0.126014\n" " 110:leaf=0.0378522\n" " 6:[MeanTemporal<579] yes=13,no=14,missing=13\n" " 13:[CuDepth<2] yes=27,no=28,missing=27\n" " 27:[MeanMv<32] yes=55,no=56,missing=55\n" " 55:[VarTemporal<26] yes=111,no=112,missing=111\n" " 111:leaf=-0.171126\n" " 112:leaf=-0.0974183\n" " 56:[VarTemporal<26] yes=113,no=114,missing=113\n" " 113:leaf=-0.0716109\n" " 114:leaf=0.016153\n" " 28:[MeanMv<26] yes=57,no=58,missing=57\n" " 57:[MeanTemporal<114] yes=115,no=116,missing=115\n" " 115:leaf=0.0658732\n" " 116:leaf=-0.249555\n" " 58:[VarSpatial<46] yes=117,no=118,missing=117\n" " 117:leaf=-0.20707\n" " 118:leaf=-0.0733478\n" " 14:[MeanMv<15] yes=29,no=30,missing=29\n" " 29:[FullQp<36] yes=59,no=60,missing=59\n" " 59:[MeanTemporal<876] yes=119,no=120,missing=119\n" " 119:leaf=-0.0933802\n" " 120:leaf=0.145624\n" " 60:[CuDepth<1] yes=121,no=122,missing=121\n" " 121:leaf=0.00354838\n" " 122:leaf=-0.178791\n" " 30:[FullQp<42] yes=61,no=62,missing=61\n" " 61:[MeanMv<155] yes=123,no=124,missing=123\n" " 123:leaf=0.0780607\n" " 124:leaf=-0.0263381\n" " 62:[MeanTemporal<1713] yes=125,no=126,missing=125\n" " 125:leaf=-0.0815628\n" " 126:leaf=0.0427686\n" "booster[16]:\n" "0:[CuDepth<1] yes=1,no=2,missing=1\n" " 1:[FullQp<18] yes=3,no=4,missing=3\n" " 3:[VarSpatial<11] yes=7,no=8,missing=7\n" " 7:[VarTemporal<3] yes=15,no=16,missing=15\n" " 15:[FullQp<15] yes=31,no=32,missing=31\n" " 31:[VarMv<2] yes=63,no=64,missing=63\n" " 63:leaf=-0.128647\n" " 64:leaf=0.0617097\n" " 32:[VarMv<3] yes=65,no=66,missing=65\n" " 65:leaf=-0.436052\n" " 66:leaf=-0.175986\n" " 16:[MeanMv<39] yes=33,no=34,missing=33\n" " 33:[VarTemporal<4] yes=67,no=68,missing=67\n" " 67:leaf=0.0526567\n" " 68:leaf=0.145395\n" " 34:[MeanSpatial<172] yes=69,no=70,missing=69\n" " 69:leaf=0.0773929\n" " 70:leaf=-0.00156822\n" " 8:[VarTemporal<6] yes=17,no=18,missing=17\n" " 17:[VarMv<1] yes=35,no=36,missing=35\n" " 35:[FrameType<5] yes=71,no=72,missing=71\n" " 71:leaf=0.0255945\n" " 72:leaf=-0.346331\n" " 36:[MeanTemporal<83] yes=73,no=74,missing=73\n" " 73:leaf=-0.0212381\n" " 74:leaf=0.130797\n" " 18:[VarMv<1] yes=37,no=38,missing=37\n" " 37:[VarTemporal<12] yes=75,no=76,missing=75\n" " 75:leaf=0.067643\n" " 76:leaf=0.193081\n" " 38:[VarSpatial<38] yes=77,no=78,missing=77\n" " 77:leaf=0.187625\n" " 78:leaf=0.242391\n" " 4:[VarSpatial<55] yes=9,no=10,missing=9\n" " 9:[VarMv<2] yes=19,no=20,missing=19\n" " 19:[VarTemporal<4] yes=39,no=40,missing=39\n" " 39:[FullQp<23] yes=79,no=80,missing=79\n" " 79:leaf=-0.467736\n" " 80:leaf=-0.176536\n" " 40:[MeanMv<418] yes=81,no=82,missing=81\n" " 81:leaf=-0.0259318\n" " 82:leaf=-0.133184\n" " 20:[VarSpatial<4] yes=41,no=42,missing=41\n" " 41:[FullQp<38] yes=83,no=84,missing=83\n" " 83:leaf=-0.0217807\n" " 84:leaf=-0.158297\n" " 42:[MeanMv<65] yes=85,no=86,missing=85\n" " 85:leaf=0.00257226\n" " 86:leaf=0.0479823\n" " 10:[VarTemporal<85] yes=21,no=22,missing=21\n" " 21:[FullQp<42] yes=43,no=44,missing=43\n" " 43:[VarTemporal<36] yes=87,no=88,missing=87\n" " 87:leaf=0.0428912\n" " 88:leaf=0.100149\n" " 44:[MeanTemporal<1774] yes=89,no=90,missing=89\n" " 89:leaf=-0.0691505\n" " 90:leaf=0.247891\n" " 22:[FullQp<34] yes=45,no=46,missing=45\n" " 45:[MeanMv<102] yes=91,no=92,missing=91\n" " 91:leaf=0.251397\n" " 92:leaf=0.166729\n" " 46:[MeanTemporal<768] yes=93,no=94,missing=93\n" " 93:leaf=0.0321102\n" " 94:leaf=0.148016\n" " 2:[FullQp<38] yes=5,no=6,missing=5\n" " 5:[VarSpatial<5] yes=11,no=12,missing=11\n" " 11:[FullQp<22] yes=23,no=24,missing=23\n" " 23:[VarTemporal<1] yes=47,no=48,missing=47\n" " 47:[FullQp<10] yes=95,no=96,missing=95\n" " 95:leaf=-0.0412719\n" " 96:leaf=-0.253165\n" " 48:[MeanMv<157] yes=97,no=98,missing=97\n" " 97:leaf=-0.0156537\n" " 98:leaf=-0.0875519\n" " 24:[MeanMv<125] yes=49,no=50,missing=49\n" " 49:[MeanTemporal<42] yes=99,no=100,missing=99\n" " 99:leaf=-0.176288\n" " 100:leaf=-0.0603624\n" " 50:[FrameType<5] yes=101,no=102,missing=101\n" " 101:leaf=-0.158647\n" " 102:leaf=-0.222907\n" " 12:[FullQp<12] yes=25,no=26,missing=25\n" " 25:[VarSpatial<27] yes=51,no=52,missing=51\n" " 51:[MeanSpatial<155] yes=103,no=104,missing=103\n" " 103:leaf=0.0710348\n" " 104:leaf=-0.0518822\n" " 52:[MeanSpatial<241] yes=105,no=106,missing=105\n" " 105:leaf=0.129861\n" " 106:leaf=0.220416\n" " 26:[MeanTemporal<224] yes=53,no=54,missing=53\n" " 53:[VarTemporal<28] yes=107,no=108,missing=107\n" " 107:leaf=-0.0341926\n" " 108:leaf=0.0431803\n" " 54:[MeanSpatial<157] yes=109,no=110,missing=109\n" " 109:leaf=-0.0632918\n" " 110:leaf=0.00846586\n" " 6:[VarSpatial<44] yes=13,no=14,missing=13\n" " 13:[CuDepth<2] yes=27,no=28,missing=27\n" " 27:[FrameType<5] yes=55,no=56,missing=55\n" " 55:[MeanSpatial<327] yes=111,no=112,missing=111\n" " 111:leaf=-0.0158804\n" " 112:leaf=-0.100563\n" " 56:[VarTemporal<65] yes=113,no=114,missing=113\n" " 113:leaf=-0.203893\n" " 114:leaf=-0.0446902\n" " 28:[MeanSpatial<557] yes=57,no=58,missing=57\n" " 57:[FullQp<41] yes=115,no=116,missing=115\n" " 115:leaf=-0.144113\n" " 116:leaf=-0.259561\n" " 58:[FrameType<5] yes=117,no=118,missing=117\n" " 117:leaf=0.15628\n" " 118:leaf=-0.132647\n" " 14:[VarMv<5] yes=29,no=30,missing=29\n" " 29:[MeanTemporal<1193] yes=59,no=60,missing=59\n" " 59:[FrameType<5] yes=119,no=120,missing=119\n" " 119:leaf=-0.0583873\n" " 120:leaf=-0.159802\n" " 60:[FullQp<42] yes=121,no=122,missing=121\n" " 121:leaf=0.0271191\n" " 122:leaf=-0.0235816\n" " 30:[MeanTemporal<722] yes=61,no=62,missing=61\n" " 61:[FullQp<42] yes=123,no=124,missing=123\n" " 123:leaf=0.0111359\n" " 124:leaf=-0.0762308\n" " 62:[MeanSpatial<2595] yes=125,no=126,missing=125\n" " 125:leaf=0.0168369\n" " 126:leaf=0.0954655\n" "booster[17]:\n" "0:[FrameType<5] yes=1,no=2,missing=1\n" " 1:[MeanMv<31] yes=3,no=4,missing=3\n" " 3:[FullQp<32] yes=7,no=8,missing=7\n" " 7:[FullQp<30] yes=15,no=16,missing=15\n" " 15:[FullQp<28] yes=31,no=32,missing=31\n" " 31:[VarMv<4] yes=63,no=64,missing=63\n" " 63:leaf=0.0191583\n" " 64:leaf=0.0636376\n" " 32:[FullQp<29] yes=65,no=66,missing=65\n" " 65:leaf=-0.0444044\n" " 66:leaf=-0.133518\n" " 16:[FullQp<31] yes=33,no=34,missing=33\n" " 33:[MeanTemporal<246] yes=67,no=68,missing=67\n" " 67:leaf=0.0736275\n" " 68:leaf=0.184655\n" " 34:[VarTemporal<45] yes=69,no=70,missing=69\n" " 69:leaf=-0.0232803\n" " 70:leaf=0.0867322\n" " 8:[MeanTemporal<452] yes=17,no=18,missing=17\n" " 17:[FullQp<35] yes=35,no=36,missing=35\n" " 35:[FullQp<34] yes=71,no=72,missing=71\n" " 71:leaf=-0.0644823\n" " 72:leaf=-0.168157\n" " 36:[FullQp<36] yes=73,no=74,missing=73\n" " 73:leaf=0.078011\n" " 74:leaf=-0.0444423\n" " 18:[FullQp<42] yes=37,no=38,missing=37\n" " 37:[FullQp<41] yes=75,no=76,missing=75\n" " 75:leaf=0.00883701\n" " 76:leaf=0.11107\n" " 38:[MeanSpatial<1805] yes=77,no=78,missing=77\n" " 77:leaf=-0.0685851\n" " 78:leaf=0.0282467\n" " 4:[VarMv<4] yes=9,no=10,missing=9\n" " 9:[MeanSpatial<534] yes=19,no=20,missing=19\n" " 19:[VarSpatial<114] yes=39,no=40,missing=39\n" " 39:[MeanMv<879] yes=79,no=80,missing=79\n" " 79:leaf=-0.00390459\n" " 80:leaf=-0.115623\n" " 40:[VarTemporal<63] yes=81,no=82,missing=81\n" " 81:leaf=0.0582259\n" " 82:leaf=0.167357\n" " 20:[FullQp<30] yes=41,no=42,missing=41\n" " 41:[VarSpatial<121] yes=83,no=84,missing=83\n" " 83:leaf=-0.100733\n" " 84:leaf=-0.0363675\n" " 42:[FullQp<31] yes=85,no=86,missing=85\n" " 85:leaf=0.0907798\n" " 86:leaf=-0.0195944\n" " 10:[MeanMv<207] yes=21,no=22,missing=21\n" " 21:[CuDepth<2] yes=43,no=44,missing=43\n" " 43:[FullQp<31] yes=87,no=88,missing=87\n" " 87:leaf=0.0501699\n" " 88:leaf=0.0150138\n" " 44:[VarSpatial<13] yes=89,no=90,missing=89\n" " 89:leaf=-0.026634\n" " 90:leaf=0.0155193\n" " 22:[CuDepth<2] yes=45,no=46,missing=45\n" " 45:[VarSpatial<14] yes=91,no=92,missing=91\n" " 91:leaf=-0.032989\n" " 92:leaf=0.0259224\n" " 46:[VarSpatial<428] yes=93,no=94,missing=93\n" " 93:leaf=-0.0480151\n" " 94:leaf=0.0624993\n" " 2:[CuDepth<2] yes=5,no=6,missing=5\n" " 5:[VarMv<2] yes=11,no=12,missing=11\n" " 11:[FullQp<32] yes=23,no=24,missing=23\n" " 23:[VarSpatial<316] yes=47,no=48,missing=47\n" " 47:[VarTemporal<71] yes=95,no=96,missing=95\n" " 95:leaf=-0.0242105\n" " 96:leaf=0.0658254\n" " 48:[FullQp<26] yes=97,no=98,missing=97\n" " 97:leaf=0.120872\n" " 98:leaf=0.0199877\n" " 24:[CuDepth<1] yes=49,no=50,missing=49\n" " 49:[FullQp<35] yes=99,no=100,missing=99\n" " 99:leaf=-0.0998193\n" " 100:leaf=-0.00539278\n" " 50:[VarTemporal<105] yes=101,no=102,missing=101\n" " 101:leaf=-0.154508\n" " 102:leaf=-0.0231511\n" " 12:[VarSpatial<6] yes=25,no=26,missing=25\n" " 25:[MeanMv<190] yes=51,no=52,missing=51\n" " 51:[FullQp<11] yes=103,no=104,missing=103\n" " 103:leaf=0.132893\n" " 104:leaf=-0.0199806\n" " 52:[CuDepth<1] yes=105,no=106,missing=105\n" " 105:leaf=-0.0466487\n" " 106:leaf=-0.156776\n" " 26:[FullQp<12] yes=53,no=54,missing=53\n" " 53:[VarTemporal<9] yes=107,no=108,missing=107\n" " 107:leaf=0.0920031\n" " 108:leaf=0.259073\n" " 54:[CuDepth<1] yes=109,no=110,missing=109\n" " 109:leaf=0.041477\n" " 110:leaf=0.0102091\n" " 6:[FullQp<29] yes=13,no=14,missing=13\n" " 13:[VarSpatial<22] yes=27,no=28,missing=27\n" " 27:[MeanTemporal<761] yes=55,no=56,missing=55\n" " 55:[FullQp<11] yes=111,no=112,missing=111\n" " 111:leaf=0.0750986\n" " 112:leaf=-0.0438836\n" " 56:[MeanSpatial<259] yes=113,no=114,missing=113\n" " 113:leaf=-0.210604\n" " 114:leaf=-0.0600294\n" " 28:[MeanMv<71] yes=57,no=58,missing=57\n" " 57:[VarTemporal<222] yes=115,no=116,missing=115\n" " 115:leaf=-0.00404545\n" " 116:leaf=0.0932277\n" " 58:[MeanTemporal<232] yes=117,no=118,missing=117\n" " 117:leaf=0.0436154\n" " 118:leaf=-0.0471595\n" " 14:[MeanTemporal<545] yes=29,no=30,missing=29\n" " 29:[MeanMv<33] yes=59,no=60,missing=59\n" " 59:[MeanMv<14] yes=119,no=120,missing=119\n" " 119:leaf=-0.247438\n" " 120:leaf=-0.176619\n" " 60:[VarTemporal<49] yes=121,no=122,missing=121\n" " 121:leaf=-0.158461\n" " 122:leaf=-0.0068776\n" " 30:[FullQp<34] yes=61,no=62,missing=61\n" " 61:[VarMv<2] yes=123,no=124,missing=123\n" " 123:leaf=-0.03904\n" " 124:leaf=0.101403\n" " 62:[MeanMv<19] yes=125,no=126,missing=125\n" " 125:leaf=-0.160362\n" " 126:leaf=-0.025041\n" "booster[18]:\n" "0:[FullQp<38] yes=1,no=2,missing=1\n" " 1:[CuDepth<1] yes=3,no=4,missing=3\n" " 3:[FullQp<20] yes=7,no=8,missing=7\n" " 7:[VarSpatial<15] yes=15,no=16,missing=15\n" " 15:[MeanTemporal<59] yes=31,no=32,missing=31\n" " 31:[FullQp<15] yes=63,no=64,missing=63\n" " 63:leaf=0.0319871\n" " 64:leaf=-0.138182\n" " 32:[MeanMv<46] yes=65,no=66,missing=65\n" " 65:leaf=0.101623\n" " 66:leaf=0.040273\n" " 16:[VarSpatial<77] yes=33,no=34,missing=33\n" " 33:[VarMv<1] yes=67,no=68,missing=67\n" " 67:leaf=0.0477059\n" " 68:leaf=0.147878\n" " 34:[FrameType<5] yes=69,no=70,missing=69\n" " 69:leaf=0.250684\n" " 70:leaf=0.16738\n" " 8:[FullQp<37] yes=17,no=18,missing=17\n" " 17:[FullQp<36] yes=35,no=36,missing=35\n" " 35:[FullQp<35] yes=71,no=72,missing=71\n" " 71:leaf=0.0151558\n" " 72:leaf=0.135652\n" " 36:[MeanMv<48] yes=73,no=74,missing=73\n" " 73:leaf=-0.200218\n" " 74:leaf=-0.0685351\n" " 18:[MeanSpatial<652] yes=37,no=38,missing=37\n" " 37:[MeanTemporal<311] yes=75,no=76,missing=75\n" " 75:leaf=0.117859\n" " 76:leaf=0.0454446\n" " 38:[MeanMv<5] yes=77,no=78,missing=77\n" " 77:leaf=0.367951\n" " 78:leaf=0.154302\n" " 4:[VarMv<3] yes=9,no=10,missing=9\n" " 9:[VarTemporal<137] yes=19,no=20,missing=19\n" " 19:[MeanMv<22] yes=39,no=40,missing=39\n" " 39:[FullQp<27] yes=79,no=80,missing=79\n" " 79:leaf=0.00844875\n" " 80:leaf=-0.0325518\n" " 40:[MeanSpatial<393] yes=81,no=82,missing=81\n" " 81:leaf=-0.00817726\n" " 82:leaf=-0.0418937\n" " 20:[MeanMv<47] yes=41,no=42,missing=41\n" " 41:[VarSpatial<289] yes=83,no=84,missing=83\n" " 83:leaf=0.146651\n" " 84:leaf=0.0271294\n" " 42:[FullQp<19] yes=85,no=86,missing=85\n" " 85:leaf=0.0620796\n" " 86:leaf=-0.00241218\n" " 10:[MeanMv<100] yes=21,no=22,missing=21\n" " 21:[MeanTemporal<392] yes=43,no=44,missing=43\n" " 43:[FullQp<31] yes=87,no=88,missing=87\n" " 87:leaf=0.0158454\n" " 88:leaf=-0.0382731\n" " 44:[MeanSpatial<306] yes=89,no=90,missing=89\n" " 89:leaf=-0.109482\n" " 90:leaf=0.0524105\n" " 22:[MeanTemporal<760] yes=45,no=46,missing=45\n" " 45:[VarSpatial<14] yes=91,no=92,missing=91\n" " 91:leaf=-0.0310541\n" " 92:leaf=0.0166041\n" " 46:[VarSpatial<191] yes=93,no=94,missing=93\n" " 93:leaf=-0.0600515\n" " 94:leaf=0.00721964\n" " 2:[MeanTemporal<811] yes=5,no=6,missing=5\n" " 5:[VarMv<2] yes=11,no=12,missing=11\n" " 11:[FullQp<39] yes=23,no=24,missing=23\n" " 23:[MeanSpatial<211] yes=47,no=48,missing=47\n" " 47:[MeanSpatial<148] yes=95,no=96,missing=95\n" " 95:leaf=-0.165172\n" " 96:leaf=0.100021\n" " 48:[VarTemporal<67] yes=97,no=98,missing=97\n" " 97:leaf=-0.227086\n" " 98:leaf=-0.169855\n" " 24:[FullQp<40] yes=49,no=50,missing=49\n" " 49:[CuDepth<2] yes=99,no=100,missing=99\n" " 99:leaf=0.0937994\n" " 100:leaf=-0.0650507\n" " 50:[VarMv<1] yes=101,no=102,missing=101\n" " 101:leaf=-0.201236\n" " 102:leaf=-0.111904\n" " 12:[FullQp<42] yes=25,no=26,missing=25\n" " 25:[FullQp<39] yes=51,no=52,missing=51\n" " 51:[VarMv<6] yes=103,no=104,missing=103\n" " 103:leaf=-0.105621\n" " 104:leaf=-0.0300162\n" " 52:[MeanSpatial<133] yes=105,no=106,missing=105\n" " 105:leaf=-0.10997\n" " 106:leaf=0.00517269\n" " 26:[VarTemporal<68] yes=53,no=54,missing=53\n" " 53:[CuDepth<1] yes=107,no=108,missing=107\n" " 107:leaf=-0.0423065\n" " 108:leaf=-0.134897\n" " 54:[CuDepth<2] yes=109,no=110,missing=109\n" " 109:leaf=-0.000832683\n" " 110:leaf=-0.0658067\n" " 6:[VarMv<2] yes=13,no=14,missing=13\n" " 13:[VarTemporal<434] yes=27,no=28,missing=27\n" " 27:[FullQp<39] yes=55,no=56,missing=55\n" " 55:[VarTemporal<188] yes=111,no=112,missing=111\n" " 111:leaf=-0.17897\n" " 112:leaf=-0.0591872\n" " 56:[FullQp<40] yes=113,no=114,missing=113\n" " 113:leaf=0.0539037\n" " 114:leaf=-0.0735309\n" " 28:[VarSpatial<250] yes=57,no=58,missing=57\n" " 57:[MeanSpatial<1466] yes=115,no=116,missing=115\n" " 115:leaf=-0.0330281\n" " 116:leaf=0.128671\n" " 58:[VarSpatial<461] yes=117,no=118,missing=117\n" " 117:leaf=0.0652832\n" " 118:leaf=0.146029\n" " 14:[MeanSpatial<1960] yes=29,no=30,missing=29\n" " 29:[MeanSpatial<90] yes=59,no=60,missing=59\n" " 59:[MeanSpatial<72] yes=119,no=120,missing=119\n" " 119:leaf=-0.251008\n" " 120:leaf=-0.12528\n" " 60:[VarTemporal<29] yes=121,no=122,missing=121\n" " 121:leaf=0.203608\n" " 122:leaf=0.00406438\n" " 30:[MeanTemporal<1752] yes=61,no=62,missing=61\n" " 61:[FrameType<5] yes=123,no=124,missing=123\n" " 123:leaf=0.0372953\n" " 124:leaf=-0.0438137\n" " 62:[FrameType<5] yes=125,no=126,missing=125\n" " 125:leaf=0.0631919\n" " 126:leaf=0.170902\n" "booster[19]:\n" "0:[CuDepth<2] yes=1,no=2,missing=1\n" " 1:[VarSpatial<324] yes=3,no=4,missing=3\n" " 3:[VarTemporal<14] yes=7,no=8,missing=7\n" " 7:[FullQp<22] yes=15,no=16,missing=15\n" " 15:[MeanTemporal<281] yes=31,no=32,missing=31\n" " 31:[VarMv<2] yes=63,no=64,missing=63\n" " 63:leaf=-0.0497807\n" " 64:leaf=0.00931522\n" " 32:[VarMv<1] yes=65,no=66,missing=65\n" " 65:leaf=-0.0562614\n" " 66:leaf=0.120216\n" " 16:[CuDepth<1] yes=33,no=34,missing=33\n" " 33:[MeanTemporal<1262] yes=67,no=68,missing=67\n" " 67:leaf=-0.0147499\n" " 68:leaf=0.226082\n" " 34:[FrameType<5] yes=69,no=70,missing=69\n" " 69:leaf=-0.0351293\n" " 70:leaf=-0.0943939\n" " 8:[FullQp<18] yes=17,no=18,missing=17\n" " 17:[MeanTemporal<148] yes=35,no=36,missing=35\n" " 35:[VarSpatial<10] yes=71,no=72,missing=71\n" " 71:leaf=-0.0263464\n" " 72:leaf=0.210827\n" " 36:[MeanMv<43] yes=73,no=74,missing=73\n" " 73:leaf=0.0651727\n" " 74:leaf=0.0114908\n" " 18:[MeanSpatial<360] yes=37,no=38,missing=37\n" " 37:[VarSpatial<24] yes=75,no=76,missing=75\n" " 75:leaf=-0.00112396\n" " 76:leaf=0.0672643\n" " 38:[VarSpatial<73] yes=77,no=78,missing=77\n" " 77:leaf=-0.0207481\n" " 78:leaf=0.0128302\n" " 4:[FullQp<26] yes=9,no=10,missing=9\n" " 9:[VarSpatial<441] yes=19,no=20,missing=19\n" " 19:[MeanSpatial<2219] yes=39,no=40,missing=39\n" " 39:[FullQp<22] yes=79,no=80,missing=79\n" " 79:leaf=0.184949\n" " 80:leaf=0.093251\n" " 40:[FrameType<5] yes=81,no=82,missing=81\n" " 81:leaf=0.12623\n" " 82:leaf=-0.00149155\n" " 20:[FrameType<5] yes=41,no=42,missing=41\n" " 41:[MeanSpatial<6212] yes=83,no=84,missing=83\n" " 83:leaf=0.239436\n" " 84:leaf=-0.830069\n" " 42:[FullQp<22] yes=85,no=86,missing=85\n" " 85:leaf=0.194162\n" " 86:leaf=0.128049\n" " 10:[VarTemporal<215] yes=21,no=22,missing=21\n" " 21:[FrameType<5] yes=43,no=44,missing=43\n" " 43:[MeanSpatial<2874] yes=87,no=88,missing=87\n" " 87:leaf=0.0365631\n" " 88:leaf=0.129937\n" " 44:[FullQp<33] yes=89,no=90,missing=89\n" " 89:leaf=0.000244902\n" " 90:leaf=-0.0782293\n" " 22:[FullQp<42] yes=45,no=46,missing=45\n" " 45:[MeanMv<97] yes=91,no=92,missing=91\n" " 91:leaf=0.211402\n" " 92:leaf=0.142922\n" " 46:[MeanTemporal<1362] yes=93,no=94,missing=93\n" " 93:leaf=-0.0359274\n" " 94:leaf=0.0995835\n" " 2:[VarSpatial<721] yes=5,no=6,missing=5\n" " 5:[FrameType<5] yes=11,no=12,missing=11\n" " 11:[MeanSpatial<852] yes=23,no=24,missing=23\n" " 23:[VarSpatial<144] yes=47,no=48,missing=47\n" " 47:[FullQp<40] yes=95,no=96,missing=95\n" " 95:leaf=-0.00078309\n" " 96:leaf=-0.112255\n" " 48:[FullQp<24] yes=97,no=98,missing=97\n" " 97:leaf=0.115457\n" " 98:leaf=0.0348592\n" " 24:[FullQp<30] yes=49,no=50,missing=49\n" " 49:[VarTemporal<168] yes=99,no=100,missing=99\n" " 99:leaf=-0.0421486\n" " 100:leaf=0.0154776\n" " 50:[VarSpatial<102] yes=101,no=102,missing=101\n" " 101:leaf=0.123626\n" " 102:leaf=-0.00572963\n" " 12:[FullQp<39] yes=25,no=26,missing=25\n" " 25:[MeanTemporal<2288] yes=51,no=52,missing=51\n" " 51:[VarTemporal<128] yes=103,no=104,missing=103\n" " 103:leaf=-0.0200641\n" " 104:leaf=0.0193855\n" " 52:[VarSpatial<373] yes=105,no=106,missing=105\n" " 105:leaf=-0.109474\n" " 106:leaf=0.0321597\n" " 26:[VarSpatial<224] yes=53,no=54,missing=53\n" " 53:[VarTemporal<169] yes=107,no=108,missing=107\n" " 107:leaf=-0.197569\n" " 108:leaf=-0.0982275\n" " 54:[MeanMv<37] yes=109,no=110,missing=109\n" " 109:leaf=-0.115705\n" " 110:leaf=0.052893\n" " 6:[VarTemporal<428] yes=13,no=14,missing=13\n" " 13:[FullQp<22] yes=27,no=28,missing=27\n" " 27:[MeanSpatial<2437] yes=55,no=56,missing=55\n" " 55:[FullQp<17] yes=111,no=112,missing=111\n" " 111:leaf=0.230018\n" " 112:leaf=0.142534\n" " 56:[VarSpatial<919] yes=113,no=114,missing=113\n" " 113:leaf=-0.0389833\n" " 114:leaf=0.0955401\n" " 28:[VarSpatial<1096] yes=57,no=58,missing=57\n" " 57:[MeanTemporal<284] yes=115,no=116,missing=115\n" " 115:leaf=-0.129891\n" " 116:leaf=0.00840061\n" " 58:[FullQp<39] yes=117,no=118,missing=117\n" " 117:leaf=0.0634126\n" " 118:leaf=0.145009\n" " 14:[FullQp<42] yes=29,no=30,missing=29\n" " 29:[VarTemporal<571] yes=59,no=60,missing=59\n" " 59:[FullQp<19] yes=119,no=120,missing=119\n" " 119:leaf=0.214587\n" " 120:leaf=0.113405\n" " 60:[VarSpatial<1020] yes=121,no=122,missing=121\n" " 121:leaf=0.151021\n" " 122:leaf=0.214572\n" " 30:[MeanTemporal<2154] yes=61,no=62,missing=61\n" " 61:[MeanSpatial<1645] yes=123,no=124,missing=123\n" " 123:leaf=0.212564\n" " 124:leaf=0.0104466\n" " 62:[MeanMv<56] yes=125,no=126,missing=125\n" " 125:leaf=0.20103\n" " 126:leaf=0.107784\n" "booster[20]:\n" "0:[VarSpatial<4] yes=1,no=2,missing=1\n" " 1:[VarMv<1] yes=3,no=4,missing=3\n" " 3:[MeanSpatial<1] yes=7,no=8,missing=7\n" " 7:[FullQp<8] yes=15,no=16,missing=15\n" " 15:[MeanTemporal<2111] yes=31,no=32,missing=31\n" " 31:[MeanMv<232] yes=63,no=64,missing=63\n" " 63:leaf=-0.115854\n" " 64:leaf=0.136596\n" " 32:[VarTemporal<708] yes=65,no=66,missing=65\n" " 65:leaf=-0.333701\n" " 66:leaf=0.0267903\n" " 16:[MeanMv<33] yes=33,no=34,missing=33\n" " 33:[VarTemporal<1] yes=67,no=68,missing=67\n" " 67:leaf=-0.303821\n" " 68:leaf=0.0202295\n" " 34:[MeanTemporal<182] yes=69,no=70,missing=69\n" " 69:leaf=-0.155447\n" " 70:leaf=-0.319231\n" " 8:[CuDepth<2] yes=17,no=18,missing=17\n" " 17:[FrameType<5] yes=35,no=36,missing=35\n" " 35:[FullQp<15] yes=71,no=72,missing=71\n" " 71:leaf=0.0420139\n" " 72:leaf=-0.0469068\n" " 36:[FullQp<15] yes=73,no=74,missing=73\n" " 73:leaf=-0.0392559\n" " 74:leaf=-0.201209\n" " 18:[MeanSpatial<57] yes=37,no=38,missing=37\n" " 37:[FullQp<34] yes=75,no=76,missing=75\n" " 75:leaf=-0.149399\n" " 76:leaf=-0.262995\n" " 38:[FullQp<12] yes=77,no=78,missing=77\n" " 77:leaf=0.131394\n" " 78:leaf=-0.0899392\n" " 4:[FullQp<9] yes=9,no=10,missing=9\n" " 9:[MeanTemporal<25] yes=19,no=20,missing=19\n" " 19:[MeanSpatial<13] yes=39,no=40,missing=39\n" " 39:[VarTemporal<1] yes=79,no=80,missing=79\n" " 79:leaf=0.103363\n" " 80:leaf=0.217798\n" " 40:[CuDepth<2] yes=81,no=82,missing=81\n" " 81:leaf=0.125674\n" " 82:leaf=-0.171931\n" " 20:[MeanTemporal<1984] yes=41,no=42,missing=41\n" " 41:[CuDepth<2] yes=83,no=84,missing=83\n" " 83:leaf=0.0706506\n" " 84:leaf=-0.0843347\n" " 42:[VarSpatial<1] yes=85,no=86,missing=85\n" " 85:leaf=-0.320622\n" " 86:leaf=-0.0201775\n" " 10:[MeanSpatial<30] yes=21,no=22,missing=21\n" " 21:[FullQp<15] yes=43,no=44,missing=43\n" " 43:[FrameType<5] yes=87,no=88,missing=87\n" " 87:leaf=-0.0518754\n" " 88:leaf=0.0534706\n" " 44:[MeanTemporal<264] yes=89,no=90,missing=89\n" " 89:leaf=-0.12573\n" " 90:leaf=-0.317266\n" " 22:[FullQp<36] yes=45,no=46,missing=45\n" " 45:[CuDepth<1] yes=91,no=92,missing=91\n" " 91:leaf=0.00777843\n" " 92:leaf=-0.0356024\n" " 46:[CuDepth<1] yes=93,no=94,missing=93\n" " 93:leaf=-0.0649609\n" " 94:leaf=-0.236885\n" " 2:[CuDepth<1] yes=5,no=6,missing=5\n" " 5:[FullQp<25] yes=11,no=12,missing=11\n" " 11:[VarSpatial<59] yes=23,no=24,missing=23\n" " 23:[FullQp<18] yes=47,no=48,missing=47\n" " 47:[VarSpatial<8] yes=95,no=96,missing=95\n" " 95:leaf=0.046987\n" " 96:leaf=0.109331\n" " 48:[MeanTemporal<72] yes=97,no=98,missing=97\n" " 97:leaf=-0.172416\n" " 98:leaf=0.0280482\n" " 24:[FrameType<5] yes=49,no=50,missing=49\n" " 49:[VarSpatial<90] yes=99,no=100,missing=99\n" " 99:leaf=0.171818\n" " 100:leaf=0.234739\n" " 50:[VarTemporal<35] yes=101,no=102,missing=101\n" " 101:leaf=0.0512566\n" " 102:leaf=0.197602\n" " 12:[FullQp<30] yes=25,no=26,missing=25\n" " 25:[FullQp<29] yes=51,no=52,missing=51\n" " 51:[MeanTemporal<469] yes=103,no=104,missing=103\n" " 103:leaf=-0.00864673\n" " 104:leaf=0.0725004\n" " 52:[VarTemporal<37] yes=105,no=106,missing=105\n" " 105:leaf=-0.265525\n" " 106:leaf=-0.0617772\n" " 26:[FullQp<31] yes=53,no=54,missing=53\n" " 53:[MeanMv<187] yes=107,no=108,missing=107\n" " 107:leaf=0.220162\n" " 108:leaf=0.0923489\n" " 54:[FullQp<35] yes=109,no=110,missing=109\n" " 109:leaf=-0.0304795\n" " 110:leaf=0.0211401\n" " 6:[FullQp<12] yes=13,no=14,missing=13\n" " 13:[MeanSpatial<241] yes=27,no=28,missing=27\n" " 27:[MeanSpatial<164] yes=55,no=56,missing=55\n" " 55:[VarSpatial<14] yes=111,no=112,missing=111\n" " 111:leaf=0.0183039\n" " 112:leaf=0.102643\n" " 56:[FullQp<11] yes=113,no=114,missing=113\n" " 113:leaf=0.199892\n" " 114:leaf=-0.101174\n" " 28:[MeanMv<56] yes=57,no=58,missing=57\n" " 57:[MeanTemporal<123] yes=115,no=116,missing=115\n" " 115:leaf=-0.0049061\n" " 116:leaf=0.204307\n" " 58:[MeanTemporal<260] yes=117,no=118,missing=117\n" " 117:leaf=0.070016\n" " 118:leaf=-0.134915\n" " 14:[MeanTemporal<228] yes=29,no=30,missing=29\n" " 29:[FullQp<27] yes=59,no=60,missing=59\n" " 59:[MeanSpatial<218] yes=119,no=120,missing=119\n" " 119:leaf=0.013749\n" " 120:leaf=-0.0364342\n" " 60:[FrameType<5] yes=121,no=122,missing=121\n" " 121:leaf=-0.048479\n" " 122:leaf=-0.136892\n" " 30:[MeanSpatial<735] yes=61,no=62,missing=61\n" " 61:[VarSpatial<115] yes=123,no=124,missing=123\n" " 123:leaf=0.000957168\n" " 124:leaf=0.058746\n" " 62:[MeanTemporal<491] yes=125,no=126,missing=125\n" " 125:leaf=-0.0227572\n" " 126:leaf=0.00260783\n";