AbdullahImran commited on
Commit
b6d0076
·
verified ·
1 Parent(s): e7b67f3

Two XBG models: xgb_model: binary classification: bankruptcy vs no bankruptcy; xgb_pipeline_model: Regression model

Browse files
Files changed (2) hide show
  1. xgb_model.json +1 -0
  2. xgb_pipeline_model.pkl +3 -0
xgb_model.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"learner":{"attributes":{},"feature_names":["fullTimeEmployees","auditRisk","boardRisk","compensationRisk","shareHolderRightsRisk","overallRisk","trailingPE","forwardPE","floatShares","sharesOutstanding","trailingEps","forwardEps","targetHighPrice","targetLowPrice","targetMeanPrice","targetMedianPrice","recommendationMean","numberOfAnalystOpinions","totalCash","totalCashPerShare","ebitda","totalDebt","totalRevenue","revenuePerShare","freeCashflow","operatingCashflow","revenueGrowth","Q0_TOTAL_ASSETS","Q0_TOTAL_LIABILITIES","Q0_TOTAL_STOCKHOLDERS_EQUITY","Q0_GROSS_PROFIT","Q0_COST_OF_REVENUES","Q0_REVENUES","Q0_OPERATING_INCOME","Q0_OPERATING_EXPENSES","Q0_EBITDA","Q0_fiscal_year_end","Q1_TOTAL_ASSETS","Q1_TOTAL_CURRENT_ASSETS","Q1_TOTAL_NONCURRENT_ASSETS","Q1_TOTAL_LIABILITIES","Q1_TOTAL_CURRENT_LIABILITIES","Q1_TOTAL_NONCURRENT_LIABILITIES","Q1_TOTAL_LIABILITIES_AND_EQUITY","Q1_TOTAL_STOCKHOLDERS_EQUITY","Q1_NET_INCOME","Q1_GROSS_PROFIT","Q1_COST_OF_REVENUES","Q1_REVENUES","Q1_OPERATING_INCOME","Q1_OPERATING_EXPENSES","Q1_EBITDA","Q1_DEPRECIATION_AND_AMORTIZATION","Q1_fiscal_year_end","Q2_TOTAL_ASSETS","Q2_TOTAL_CURRENT_ASSETS","Q2_TOTAL_NONCURRENT_ASSETS","Q2_TOTAL_LIABILITIES","Q2_TOTAL_CURRENT_LIABILITIES","Q2_TOTAL_NONCURRENT_LIABILITIES","Q2_TOTAL_LIABILITIES_AND_EQUITY","Q2_TOTAL_STOCKHOLDERS_EQUITY","Q2_NET_INCOME","Q2_GROSS_PROFIT","Q2_COST_OF_REVENUES","Q2_REVENUES","Q2_OPERATING_INCOME","Q2_OPERATING_EXPENSES","Q2_EBITDA","Q2_DEPRECIATION_AND_AMORTIZATION","Q2_fiscal_year_end","Q3_TOTAL_ASSETS","Q3_TOTAL_CURRENT_ASSETS","Q3_TOTAL_NONCURRENT_ASSETS","Q3_TOTAL_LIABILITIES","Q3_TOTAL_CURRENT_LIABILITIES","Q3_TOTAL_NONCURRENT_LIABILITIES","Q3_TOTAL_LIABILITIES_AND_EQUITY","Q3_TOTAL_STOCKHOLDERS_EQUITY","Q3_NET_INCOME","Q3_GROSS_PROFIT","Q3_COST_OF_REVENUES","Q3_REVENUES","Q3_OPERATING_INCOME","Q3_OPERATING_EXPENSES","Q3_EBITDA","Q3_DEPRECIATION_AND_AMORTIZATION","Q3_fiscal_year_end","Q4_TOTAL_ASSETS","Q4_TOTAL_CURRENT_ASSETS","Q4_TOTAL_NONCURRENT_ASSETS","Q4_TOTAL_LIABILITIES","Q4_TOTAL_CURRENT_LIABILITIES","Q4_TOTAL_NONCURRENT_LIABILITIES","Q4_TOTAL_LIABILITIES_AND_EQUITY","Q4_TOTAL_STOCKHOLDERS_EQUITY","Q4_NET_INCOME","Q4_GROSS_PROFIT","Q4_COST_OF_REVENUES","Q4_REVENUES","Q4_OPERATING_INCOME","Q4_OPERATING_EXPENSES","Q4_EBITDA","Q4_DEPRECIATION_AND_AMORTIZATION","Q4_fiscal_year_end","Q5_TOTAL_ASSETS","Q5_TOTAL_CURRENT_ASSETS","Q5_TOTAL_NONCURRENT_ASSETS","Q5_TOTAL_LIABILITIES","Q5_TOTAL_CURRENT_LIABILITIES","Q5_TOTAL_NONCURRENT_LIABILITIES","Q5_TOTAL_LIABILITIES_AND_EQUITY","Q5_TOTAL_STOCKHOLDERS_EQUITY","Q5_NET_INCOME","Q5_GROSS_PROFIT","Q5_COST_OF_REVENUES","Q5_REVENUES","Q5_OPERATING_INCOME","Q5_OPERATING_EXPENSES","Q5_EBITDA","Q5_DEPRECIATION_AND_AMORTIZATION","Q5_fiscal_year_end","Q6_TOTAL_ASSETS","Q6_TOTAL_CURRENT_ASSETS","Q6_TOTAL_NONCURRENT_ASSETS","Q6_TOTAL_LIABILITIES","Q6_TOTAL_CURRENT_LIABILITIES","Q6_TOTAL_NONCURRENT_LIABILITIES","Q6_TOTAL_LIABILITIES_AND_EQUITY","Q6_TOTAL_STOCKHOLDERS_EQUITY","Q6_NET_INCOME","Q6_GROSS_PROFIT","Q6_COST_OF_REVENUES","Q6_REVENUES","Q6_OPERATING_INCOME","Q6_OPERATING_EXPENSES","Q6_EBITDA","Q6_DEPRECIATION_AND_AMORTIZATION","Q6_fiscal_year_end","Q7_TOTAL_ASSETS","Q7_TOTAL_CURRENT_ASSETS","Q7_TOTAL_NONCURRENT_ASSETS","Q7_TOTAL_LIABILITIES","Q7_TOTAL_CURRENT_LIABILITIES","Q7_TOTAL_NONCURRENT_LIABILITIES","Q7_TOTAL_LIABILITIES_AND_EQUITY","Q7_TOTAL_STOCKHOLDERS_EQUITY","Q7_NET_INCOME","Q7_GROSS_PROFIT","Q7_COST_OF_REVENUES","Q7_REVENUES","Q7_OPERATING_INCOME","Q7_OPERATING_EXPENSES","Q7_EBITDA","Q7_DEPRECIATION_AND_AMORTIZATION","Q7_fiscal_year_end","Q8_TOTAL_ASSETS","Q8_TOTAL_CURRENT_ASSETS","Q8_TOTAL_NONCURRENT_ASSETS","Q8_TOTAL_LIABILITIES","Q8_TOTAL_CURRENT_LIABILITIES","Q8_TOTAL_NONCURRENT_LIABILITIES","Q8_TOTAL_LIABILITIES_AND_EQUITY","Q8_TOTAL_STOCKHOLDERS_EQUITY","Q8_NET_INCOME","Q8_GROSS_PROFIT","Q8_COST_OF_REVENUES","Q8_REVENUES","Q8_OPERATING_INCOME","Q8_OPERATING_EXPENSES","Q8_EBITDA","Q8_DEPRECIATION_AND_AMORTIZATION","Q8_fiscal_year_end","Q9_TOTAL_ASSETS","Q9_TOTAL_CURRENT_ASSETS","Q9_TOTAL_NONCURRENT_ASSETS","Q9_TOTAL_LIABILITIES","Q9_TOTAL_CURRENT_LIABILITIES","Q9_TOTAL_NONCURRENT_LIABILITIES","Q9_TOTAL_LIABILITIES_AND_EQUITY","Q9_TOTAL_STOCKHOLDERS_EQUITY","Q9_NET_INCOME","Q9_GROSS_PROFIT","Q9_COST_OF_REVENUES","Q9_REVENUES","Q9_OPERATING_INCOME","Q9_OPERATING_EXPENSES","Q9_EBITDA","Q9_DEPRECIATION_AND_AMORTIZATION","Q9_fiscal_year_end","Q10_TOTAL_ASSETS","Q10_TOTAL_CURRENT_ASSETS","Q10_TOTAL_NONCURRENT_ASSETS","Q10_TOTAL_LIABILITIES","Q10_TOTAL_CURRENT_LIABILITIES","Q10_TOTAL_NONCURRENT_LIABILITIES","Q10_TOTAL_LIABILITIES_AND_EQUITY","Q10_TOTAL_STOCKHOLDERS_EQUITY","Q10_NET_INCOME","Q10_GROSS_PROFIT","Q10_COST_OF_REVENUES","Q10_REVENUES","Q10_OPERATING_INCOME","Q10_OPERATING_EXPENSES","Q10_EBITDA","Q10_DEPRECIATION_AND_AMORTIZATION","Q10_fiscal_year_end"],"feature_types":["float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float","float"],"gradient_booster":{"model":{"gbtree_model_param":{"num_parallel_tree":"1","num_trees":"100"},"iteration_indptr":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100],"tree_info":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"trees":[{"base_weights":[-3.294212E-8,-5.9783006E-1,1.815486E0,-5.04E-1,1.8826488E0,-3.818182E-1,1.9055649E0,1.0518266E0,5.870744E-1,-4.8000002E-1,5.5995697E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":0,"left_children":[1,-1,3,-1,5,-1,7,9,-1,-1,-1],"loss_changes":[2.0983472E3,0E0,7.441449E1,0E0,2.3991455E1,0E0,1.0940063E1,4.3999832E1,0E0,0E0,0E0],"parents":[2147483647,0,0,2,2,4,4,6,6,7,7],"right_children":[2,-1,4,-1,6,-1,8,10,-1,-1,-1],"split_conditions":[1.5780894E-1,-5.9783006E-1,2.5931826E-1,-5.04E-1,3.6132764E-2,-3.818182E-1,6.6989076E-1,1.2028496E0,5.870744E-1,-4.8000002E-1,5.5995697E-1],"split_indices":[160,0,156,0,99,0,156,169,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[5.78E2,2.755E2,3.025E2,5.25E0,2.9725E2,1.75E0,2.955E2,1.7983871E1,2.775161E2,4E0,1.39838705E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[-1.748981E-3,-1.4942963E0,1.4451562E0,-4.6367803E-1,3.8266966E-1,-3.8120854E-1,1.4880959E0,1.0372434E0,4.5896617E-1,-4.83905E-1,4.47775E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":1,"left_children":[1,3,5,-1,-1,-1,7,9,-1,-1,-1],"loss_changes":[1.1500416E3,3.9216675E1,3.3424316E1,0E0,0E0,0E0,3.437378E0,3.3452667E1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,6,6,7,7],"right_children":[2,4,6,-1,-1,-1,8,10,-1,-1,-1],"split_conditions":[3.7922987E-1,3.764E9,5.669813E-2,-4.6367803E-1,3.8266966E-1,-3.8120854E-1,8.9727575E-1,8.7379193E-1,4.5896617E-1,-4.83905E-1,4.47775E-1],"split_indices":[156,34,99,0,0,0,122,80,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[5.305316E2,2.611308E2,2.6940082E2,2.5681662E2,4.314181E0,3.7480955E0,2.6565274E2,2.4725805E1,2.4092693E2,3.2525012E0,2.1473303E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[-1.9031159E-3,-1.2969872E0,1.24287E0,-4.0233693E-1,3.1702203E-1,-3.0856004E-1,1.2758878E0,-2.3340397E-1,1.2887412E0,8.97035E-1,4.0241584E-1,-5.01243E-1,3.8038054E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0],"id":2,"left_children":[1,3,5,-1,-1,-1,7,-1,9,11,-1,-1,-1],"loss_changes":[7.1981525E2,2.415033E1,1.8387512E1,0E0,0E0,0E0,6.938904E0,0E0,3.4126587E0,3.0251373E1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,6,6,8,8,9,9],"right_children":[2,4,6,-1,-1,-1,8,-1,10,12,-1,-1,-1],"split_conditions":[3.1653407E-1,1.6395974E0,5.669813E-2,-4.0233693E-1,3.1702203E-1,-3.0856004E-1,4.205657E-2,-2.3340397E-1,3.9175463E-1,8.87E8,4.0241584E-1,-5.01243E-1,3.8038054E-1],"split_indices":[193,25,99,0,0,0,174,0,101,35,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[4.445118E2,2.1783278E2,2.2667903E2,2.1424557E2,3.5872047E0,2.815859E0,2.2386316E2,1.022007E0,2.2284116E2,2.8538527E1,1.9430263E2,3.1595216E0,2.5379005E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"13","size_leaf_vector":"1"}},{"base_weights":[-2.659018E-3,-3.6736602E-1,1.0886085E0,-2.910504E-1,1.1314322E0,-2.257454E-1,1.1487851E0,7.624994E-1,1.2115123E0,-4.0716687E-1,1.1248679E0,1.9022481E-1,3.6641985E-1,3.5552973E-1,1.7227918E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"id":3,"left_children":[1,-1,3,-1,5,-1,7,9,11,-1,13,-1,-1,-1,-1],"loss_changes":[4.786088E2,0E0,1.781392E1,0E0,6.95166E0,0E0,3.5564117E0,2.3439985E1,1.2394714E-1,0E0,1.4555359E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,2,2,4,4,6,6,7,7,8,8,10,10],"right_children":[2,-1,4,-1,6,-1,8,10,12,-1,14,-1,-1,-1,-1],"split_conditions":[1.5780894E-1,-3.6736602E-1,2.5931826E-1,-2.910504E-1,3.6132764E-2,-2.257454E-1,3.9175463E-1,8.87E8,3.7922987E-1,-4.0716687E-1,3.2791904E-1,1.9022481E-1,3.6641985E-1,3.5552973E-1,1.7227918E-1],"split_indices":[160,0,156,0,99,0,101,35,156,0,0,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[3.5693524E2,1.6833174E2,1.886035E2,3.4018562E0,1.8520164E2,1.3036857E0,1.8389796E2,2.7528452E1,1.563695E2,3.6181555E0,2.3910297E1,3.72884E0,1.5264067E2,2.05139E1,3.3963952E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"15","size_leaf_vector":"1"}},{"base_weights":[-3.396563E-3,-1.1124594E0,1.0458114E0,-3.4598207E-1,2.4985935E-1,-2.4274363E-1,1.0772575E0,7.18228E-1,3.4548765E-1,1.0449013E0,-4.2826143E-1,1.3104954E-1,3.3262783E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0],"id":4,"left_children":[1,3,5,-1,-1,-1,7,9,-1,11,-1,-1,-1],"loss_changes":[3.2887006E2,1.1868866E1,9.343201E0,0E0,0E0,0E0,2.997406E0,2.0583181E1,0E0,4.559288E-1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,6,6,7,7,9,9],"right_children":[2,4,6,-1,-1,-1,8,10,-1,12,-1,-1,-1],"split_conditions":[3.1653407E-1,1.6395974E0,5.669813E-2,-3.4598207E-1,2.4985935E-1,-2.4274363E-1,8.5544413E-1,-1.5695639E-1,3.4548765E-1,2.2054E10,-4.2826143E-1,1.3104954E-1,3.3262783E-1],"split_indices":[193,25,99,0,0,0,114,85,0,28,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[2.8062253E2,1.3639073E2,1.442318E2,1.3398677E2,2.403969E0,1.9920615E0,1.4223973E2,2.6236116E1,1.1600362E2,2.3214901E1,3.021216E0,2.9514346E0,2.0263466E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"13","size_leaf_vector":"1"}},{"base_weights":[-3.1609554E-3,-3.3094522E-1,9.540254E-1,2.5604337E-1,1.068907E0,-3.3018374E-1,8.606503E-1,5.6994253E-1,3.28673E-1,6.317907E-2,3.0469832E-1,1.7470405E-2,2.5997257E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0],"id":5,"left_children":[1,-1,3,5,7,-1,9,11,-1,-1,-1,-1,-1],"loss_changes":[2.310775E2,0E0,9.136345E0,1.5630027E1,7.123337E-1,0E0,1.0903511E0,1.039546E0,0E0,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,2,2,3,3,4,4,6,6,7,7],"right_children":[2,-1,4,6,8,-1,10,12,-1,-1,-1,-1,-1],"split_conditions":[1.5780894E-1,-3.3094522E-1,8.9727575E-1,8.5544413E-1,-4.2627308E-1,-3.3018374E-1,6.5992814E-1,1.6872058E0,3.28673E-1,6.317907E-2,3.0469832E-1,1.7470405E-2,2.5997257E-1],"split_indices":[160,0,122,114,113,0,22,3,0,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[2.1746912E2,1.01115555E2,1.1635356E2,1.690052E1,9.945304E1,4.957095E0,1.1943424E1,6.1810827E0,9.327196E1,2.7537754E0,9.18965E0,2.7072482E0,3.473835E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"13","size_leaf_vector":"1"}},{"base_weights":[-2.0539863E-3,-1.0256833E0,9.4506556E-1,-3.2129392E-1,2.0984606E-1,-2.1014164E-1,9.83155E-1,5.862375E-1,3.2059264E-1,-3.3497837E-1,2.900877E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":6,"left_children":[1,3,5,-1,-1,-1,7,9,-1,-1,-1],"loss_changes":[1.6471834E2,7.1297073E0,6.219925E0,0E0,0E0,0E0,2.3143158E0,1.2472923E1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,6,6,7,7],"right_children":[2,4,6,-1,-1,-1,8,10,-1,-1,-1],"split_conditions":[3.7922987E-1,3.764E9,5.669813E-2,-3.2129392E-1,2.0984606E-1,-2.1014164E-1,7.537473E-1,1.3417646E0,3.2059264E-1,-3.3497837E-1,2.900877E-1],"split_indices":[156,34,99,0,0,0,165,124,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[1.679006E2,8.065126E1,8.7249344E1,7.8957344E1,1.6939199E0,1.5804536E0,8.566889E1,1.657387E1,6.909502E1,2.6753116E0,1.3898559E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[-2.45946E-3,-1.0098472E0,8.9961845E-1,-3.132038E-1,1.4709176E-1,-1.2860644E-1,9.533576E-1,1.9248818E-1,-2.2085522E-1,1.5851593E-1,9.905975E-1,-5.2157212E-2,1.6791466E-1,7.1527466E-2,1.0048263E0,6.596731E-1,3.126433E-1,-2.0626421E-1,2.7860472E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"id":7,"left_children":[1,3,5,-1,-1,7,9,-1,-1,11,13,-1,-1,-1,15,17,-1,-1,-1],"loss_changes":[1.1831723E2,3.664383E0,3.9182053E0,0E0,0E0,2.481333E0,1.7787514E0,0E0,0E0,6.463597E-1,4.269905E-1,0E0,0E0,0E0,9.5825195E-2,3.7764363E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5,6,6,9,9,10,10,14,14,15,15],"right_children":[2,4,6,-1,-1,8,10,-1,-1,12,14,-1,-1,-1,16,18,-1,-1,-1],"split_conditions":[2.2997467E-1,9.2230505E-1,3.7922987E-1,-3.132038E-1,1.4709176E-1,-3.5024214E-1,-1.1806147E0,1.9248818E-1,-2.2085522E-1,5.343216E-1,3.5764584E-1,-5.2157212E-2,1.6791466E-1,7.1527466E-2,2.1271439E-1,7.976167E-1,3.126433E-1,-2.0626421E-1,2.7860472E-1],"split_indices":[177,185,156,0,0,6,113,0,0,1,160,0,0,0,101,24,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[1.2819919E2,6.0507965E1,6.7691216E1,5.9457893E1,1.0500711E0,3.2928994E0,6.4398315E1,1.427367E0,1.8655325E0,3.1174145E0,6.12809E1,2.014861E0,1.1025532E0,1.4673923E0,5.9813507E1,7.6583757E0,5.2155132E1,1.0157194E0,6.6426563E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"19","size_leaf_vector":"1"}},{"base_weights":[6.342645E-4,-9.81173E-1,8.6489993E-1,-3.0659175E-1,1.336838E-1,3.099705E-1,3.0361992E-1,7.679579E-1,-3.0299735E-1,2.7697355E-1,-8.904376E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":8,"left_children":[1,3,5,-1,-1,7,-1,9,-1,-1,-1],"loss_changes":[8.525797E1,3.193657E0,4.0502625E0,0E0,0E0,8.418207E0,0E0,1.2603092E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5,7,7],"right_children":[2,4,6,-1,-1,8,-1,10,-1,-1,-1],"split_conditions":[3.1653407E-1,1.3205E10,8.5544413E-1,-3.0659175E-1,1.336838E-1,-1.5695639E-1,3.0361992E-1,-1.3319875E0,-3.0299735E-1,2.7697355E-1,-8.904376E-3],"split_indices":[193,29,114,0,0,85,0,78,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[9.847571E1,4.6039494E1,5.2436214E1,4.503542E1,1.0040774E0,1.1642269E1,4.0793945E1,8.9537735E0,2.688496E0,7.362871E0,1.5909021E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[1.383775E-3,-9.662619E-1,8.286706E-1,-3.0118036E-1,5.042149E-2,3.347124E-1,2.9647177E-1,-5.317749E-1,8.2200885E-1,-2.721031E-1,1.3240045E-1,6.0620483E-2,2.65838E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0],"id":9,"left_children":[1,3,5,-1,-1,7,-1,9,11,-1,-1,-1,-1],"loss_changes":[6.1888336E1,1.6914482E0,2.9542027E0,0E0,0E0,5.372311E0,0E0,2.1582446E0,1.339202E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5,7,7,8,8],"right_children":[2,4,6,-1,-1,8,-1,10,12,-1,-1,-1,-1],"split_conditions":[2.2997467E-1,6.539625E-1,7.537473E-1,-3.0118036E-1,5.042149E-2,1.2626544E0,2.9647177E-1,1.5505571E0,6.0630668E-2,-2.721031E-1,1.3240045E-1,6.0620483E-2,2.65838E-1],"split_indices":[177,203,165,0,0,90,0,84,132,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[7.5309875E1,3.4632996E1,4.0676876E1,3.3631027E1,1.0019703E0,1.0688214E1,2.9988663E1,3.8143835E0,6.8738303E0,2.8018887E0,1.0124948E0,1.0334215E0,5.840409E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"13","size_leaf_vector":"1"}},{"base_weights":[3.9521395E-3,-2.9547092E-1,7.6684767E-1,2.3229001E-1,9.626783E-1,-5.306697E-1,7.401817E-1,8.973663E-2,2.946146E-1,1.0215291E-1,-2.5668937E-1,3.36447E-2,2.5312567E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0,0,0],"id":10,"left_children":[1,-1,3,5,7,9,11,-1,-1,-1,-1,-1,-1],"loss_changes":[4.5168243E1,0E0,3.3141823E0,4.4147515E0,2.0078659E-2,1.6305411E0,3.3784795E-1,0E0,0E0,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,2,2,3,3,4,4,5,5,6,6],"right_children":[2,-1,4,6,8,10,12,-1,-1,-1,-1,-1,-1],"split_conditions":[1.5780894E-1,-2.9547092E-1,7.537473E-1,1.3417646E0,4.6379742E-1,-1.5291661E-1,6.0630668E-2,8.973663E-2,2.946146E-1,1.0215291E-1,-2.5668937E-1,3.36447E-2,2.5312567E-1],"split_indices":[160,0,165,124,173,165,132,0,0,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[5.7872448E1,2.5076982E1,3.2795464E1,9.379228E0,2.3416237E1,3.7304547E0,5.6487727E0,1.1305363E0,2.22857E1,1.0004724E0,2.7299824E0,1.0945351E0,4.5542374E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"13","size_leaf_vector":"1"}},{"base_weights":[7.467499E-3,-9.2482823E-1,7.710032E-1,-2.9053572E-1,-8.236364E-3,2.0682886E-1,2.8443643E-1,6.4798844E-1,-2.3688817E-1,2.2974528E-2,2.3817763E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":11,"left_children":[1,3,5,-1,-1,7,-1,9,-1,-1,-1],"loss_changes":[3.319578E1,7.955055E-1,2.365178E0,0E0,0E0,3.7661211E0,0E0,4.1290998E-1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5,7,7],"right_children":[2,4,6,-1,-1,8,-1,10,-1,-1,-1],"split_conditions":[3.1653407E-1,3.294062E-1,8.5544413E-1,-2.9053572E-1,-8.236364E-3,-1.5695639E-1,2.8443643E-1,1.2725955E0,-2.3688817E-1,2.2974528E-2,2.3817763E-1],"split_indices":[193,197,114,0,0,85,0,67,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[4.4632004E1,2.0000122E1,2.4631882E1,1.8997393E1,1.0027294E0,6.403277E0,1.8228605E1,4.680703E0,1.722574E0,1.2624445E0,3.4182587E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[6.6365185E-3,-8.30751E-1,8.009869E-1,-2.875526E-1,1.3920091E-1,-1.7402966E-2,8.729017E-1,4.4176206E-2,2.7704197E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0],"id":12,"left_children":[1,3,5,-1,-1,-1,7,-1,-1],"loss_changes":[2.4423124E1,3.402032E0,1.2143621E0,0E0,0E0,0E0,5.042057E-1,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,6,6],"right_children":[2,4,6,-1,-1,-1,8,-1,-1],"split_conditions":[6.6989076E-1,1.2028496E0,-1.1806147E0,-2.875526E-1,1.3920091E-1,-1.7402966E-2,8.9727575E-1,4.4176206E-2,2.7704197E-1],"split_indices":[156,169,113,0,0,0,122,0,0],"split_type":[0,0,0,0,0,0,0,0,0],"sum_hessian":[3.471625E1,1.6877996E1,1.7838255E1,1.55985365E1,1.2794602E0,1.3929778E0,1.6445276E1,1.3262845E0,1.5118992E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"9","size_leaf_vector":"1"}},{"base_weights":[9.32191E-3,-8.88611E-1,6.9147813E-1,-2.778394E-1,-6.7712896E-2,7.051115E-2,8.4925216E-1,-2.0203738E-1,1.7751662E-1,3.514263E-2,2.7445483E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0,0,0],"id":13,"left_children":[1,3,5,-1,-1,7,9,-1,-1,-1,-1],"loss_changes":[1.7961317E1,1.0594368E-1,1.5719533E0,0E0,0E0,2.1299038E0,5.263214E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5,6,6],"right_children":[2,4,6,-1,-1,8,10,-1,-1,-1,-1],"split_conditions":[2.2997467E-1,6.3499406E-2,3.9175463E-1,-2.778394E-1,-6.7712896E-2,8.87E8,-1.4992409E0,-2.0203738E-1,1.7751662E-1,3.514263E-2,2.7445483E-1],"split_indices":[177,187,101,0,0,35,2,0,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0,0,0],"sum_hessian":[2.7319992E1,1.1663929E1,1.5656064E1,1.0663298E1,1.0006315E0,3.4650877E0,1.2190976E1,1.3071616E0,2.157926E0,1.2315713E0,1.0959405E1],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"11","size_leaf_vector":"1"}},{"base_weights":[5.6195925E-3,-7.4674004E-1,7.571743E-1,-2.7808142E-1,1.3602446E-1,1.6986808E-1,2.70305E-1,-1.2921622E-1,1.8174338E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0,0,0],"id":14,"left_children":[1,3,5,-1,-1,7,-1,-1,-1],"loss_changes":[1.3414207E1,2.9850144E0,8.492441E-1,0E0,0E0,1.1947173E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2,5,5],"right_children":[2,4,6,-1,-1,8,-1,-1,-1],"split_conditions":[7.9576254E-1,1.2028496E0,3.961369E-1,-2.7808142E-1,1.3602446E-1,1.290464E9,2.70305E-1,-1.2921622E-1,1.8174338E-1],"split_indices":[105,169,131,0,0,34,0,0,0],"split_type":[0,0,0,0,0,0,0,0,0],"sum_hessian":[2.1723555E1,1.0859165E1,1.0864389E1,9.63949E0,1.2196751E0,2.5664682E0,8.297921E0,1.08444E0,1.4820281E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"9","size_leaf_vector":"1"}},{"base_weights":[1.3378094E-2,-2.4743415E-1,6.151907E-1,1.1496535E-1,2.511621E-1,1.9182369E-1,-1.2655981E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":15,"left_children":[1,-1,3,5,-1,-1,-1],"loss_changes":[9.640591E0,0E0,1.1378255E0,1.5577863E0,0E0,0E0,0E0],"parents":[2147483647,0,0,2,2,3,3],"right_children":[2,-1,4,6,-1,-1,-1],"split_conditions":[2.2997467E-1,-2.4743415E-1,7.537473E-1,-2.9901162E-1,2.511621E-1,1.9182369E-1,-1.2655981E-1],"split_indices":[177,0,165,102,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[1.710653E1,6.9945545E0,1.0111975E1,3.5749874E0,6.5369873E0,1.7116947E0,1.8632928E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[1.7486338E-2,-6.867086E-1,6.889096E-1,-2.599213E-1,7.9333596E-2,3.596753E-2,2.5354016E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":16,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[7.551127E0,1.563565E0,6.2428117E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[7.9576254E-1,8.257182E-1,3.961369E-1,-2.599213E-1,7.9333596E-2,3.596753E-2,2.5354016E-1],"split_indices":[105,22,131,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[1.3970081E1,6.807523E0,7.1625586E0,5.800728E0,1.0067945E0,1.9236076E0,5.2389507E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.1855187E-2,-6.178877E-1,6.6723895E-1,-2.5471064E-1,9.451484E-2,2.0522028E-3,2.418726E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":17,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[5.5515256E0,1.7274532E0,6.0742855E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[4.3262893E-1,8.87E8,5.1637244E-1,-2.5471064E-1,9.451484E-2,2.0522028E-3,2.418726E-1],"split_indices":[101,35,65,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[1.1447326E1,5.7701817E0,5.677144E0,4.6964946E0,1.0736871E0,1.1696049E0,4.5075393E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.4993595E-2,-6.134554E-1,6.033552E-1,-2.3560303E-1,2.213616E-2,1.929715E-2,2.3336798E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":18,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[4.222937E0,7.0236826E-1,5.124552E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[7.9576254E-1,2.914E9,4.4309682E-1,-2.3560303E-1,2.213616E-2,1.929715E-2,2.3336798E-1],"split_indices":[105,32,169,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[9.434014E0,4.4552355E0,4.978779E0,3.4496818E0,1.005554E0,1.5525442E0,3.4262345E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.45148E-2,-4.773514E-1,1.9611593E-1,1.0747982E-1,-2.2985768E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0],"id":19,"left_children":[1,3,-1,-1,-1],"loss_changes":[3.1554E0,1.6229757E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1],"right_children":[2,4,-1,-1,-1],"split_conditions":[8.5544413E-1,-3.414833E-1,1.9611593E-1,1.0747982E-1,-2.2985768E-1],"split_indices":[114,85,0,0,0],"split_type":[0,0,0,0,0],"sum_hessian":[8.004293E0,4.5869746E0,3.417319E0,1.1165203E0,3.4704542E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"5","size_leaf_vector":"1"}},{"base_weights":[2.6796049E-2,-5.242627E-1,5.5705565E-1,-2.1264939E-1,1.3470396E-2,1.3564821E-2,2.119821E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":20,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[2.5681887E0,4.872216E-1,3.090284E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[8.9727575E-1,3.9095673E-1,4.57896E-1,-2.1264939E-1,1.3470396E-2,1.3564821E-2,2.119821E-1],"split_indices":[122,174,185,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[6.7895694E0,3.3350317E0,3.4545376E0,2.3330727E0,1.001959E0,1.0756092E0,2.3789284E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.5227563E-2,-4.4850844E-1,5.525222E-1,-2.1125054E-1,5.438334E-2,5.1069316E-2,1.896631E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":21,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[1.9699674E0,8.012367E-1,5.4214E-3,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[7.8122556E-1,8.410778E-1,2.2599551E-1,-2.1125054E-1,5.438334E-2,5.1069316E-2,1.896631E-1],"split_indices":[109,66,203,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[5.894184E0,3.183477E0,2.7107072E0,2.1802878E0,1.0031888E0,1.0085526E0,1.7021548E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[3.1125365E-2,-4.7434944E-1,4.5965952E-1,-1.7210609E-1,-3.6805924E-2,-5.2229776E-3,1.9009939E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":22,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[1.5526211E0,4.5557797E-2,3.2998234E-1,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[7.9576254E-1,7.7278875E-2,5.78896E-1,-1.7210609E-1,-3.6805924E-2,-5.2229776E-3,1.9009939E-1],"split_indices":[105,174,114,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[5.1611285E0,2.3189335E0,2.842195E0,1.3158727E0,1.0030608E0,1.0001184E0,1.8420768E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.1674778E-2,-4.181401E-1,4.6407455E-1,-1.7799619E-1,-1.2515079E-3,3.5667647E-2,1.6908738E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0,0,0],"id":23,"left_children":[1,3,5,-1,-1,-1,-1],"loss_changes":[1.2919257E0,2.4086541E-1,4.5938134E-2,0E0,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1,2,2],"right_children":[2,4,6,-1,-1,-1,-1],"split_conditions":[4.4309682E-1,2.2285362E-1,1.1958067E0,-1.7799619E-1,-1.2515079E-3,3.5667647E-2,1.6908738E-1],"split_indices":[169,117,39,0,0,0,0],"split_type":[0,0,0,0,0,0,0],"sum_hessian":[4.6424675E0,2.3555336E0,2.286934E0,1.3507016E0,1.004832E0,1.0030897E0,1.2838442E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"7","size_leaf_vector":"1"}},{"base_weights":[2.0946689E-2,-3.6065453E-1,1.4373335E-1,-1.7647965E-1,2.3275008E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0],"id":24,"left_children":[1,3,-1,-1,-1],"loss_changes":[1.0862367E0,3.8687477E-1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1],"right_children":[2,4,-1,-1,-1],"split_conditions":[4.7197378E-1,8.1500435E-1,1.4373335E-1,-1.7647965E-1,2.3275008E-2],"split_indices":[150,37,0,0,0],"split_type":[0,0,0,0,0],"sum_hessian":[4.224568E0,2.4209812E0,1.8035868E0,1.3680854E0,1.0528957E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"5","size_leaf_vector":"1"}},{"base_weights":[1.2683114E-2,-3.5532495E-1,1.3804409E-1,1.8392975E-2,-1.717076E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0],"id":25,"left_children":[1,3,-1,-1,-1],"loss_changes":[9.5757324E-1,3.25378E-1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1],"right_children":[2,4,-1,-1,-1],"split_conditions":[8.5544413E-1,-4.7609124E-2,1.3804409E-1,1.8392975E-2,-1.717076E-1],"split_indices":[114,85,0,0,0],"split_type":[0,0,0,0,0],"sum_hessian":[3.82219E0,2.2102916E0,1.6118984E0,1.0027823E0,1.2075094E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"5","size_leaf_vector":"1"}},{"base_weights":[5.1084375E-3,-3.067616E-1,1.4476387E-1,-1.6067733E-1,1.2792535E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0,0,0],"id":26,"left_children":[1,3,-1,-1,-1],"loss_changes":[8.163015E-1,2.887758E-1,0E0,0E0,0E0],"parents":[2147483647,0,0,1,1],"right_children":[2,4,-1,-1,-1],"split_conditions":[7.355547E-1,4.6962962E-1,1.4476387E-1,-1.6067733E-1,1.2792535E-2],"split_indices":[134,22,0,0,0],"split_type":[0,0,0,0,0],"sum_hessian":[3.4881225E0,2.3261364E0,1.1619861E0,1.0835985E0,1.242538E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"5","size_leaf_vector":"1"}},{"base_weights":[2.5448452E-3,-1.0520189E-1,1.0898902E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":27,"left_children":[1,-1,-1],"loss_changes":[6.6174614E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[4.4309682E-1,-1.0520189E-1,1.0898902E-1],"split_indices":[169,0,0],"split_type":[0,0,0],"sum_hessian":[3.1934633E0,1.6276977E0,1.5657656E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[3.1222876E-3,-1.0969847E-1,9.814154E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":28,"left_children":[1,-1,-1],"loss_changes":[6.002606E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[7.9576254E-1,-1.0969847E-1,9.814154E-2],"split_indices":[105,0,0],"split_type":[0,0,0],"sum_hessian":[3.022353E0,1.3534149E0,1.668938E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[-7.387069E-4,-9.233184E-2,1.0872287E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":29,"left_children":[1,-1,-1],"loss_changes":[5.4191715E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[8.5544413E-1,-9.233184E-2,1.0872287E-1],"split_indices":[114,0,0],"split_type":[0,0,0],"sum_hessian":[2.8599243E0,1.6323199E0,1.2276043E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[4.3888204E-3,-8.457619E-2,1.058972E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":30,"left_children":[1,-1,-1],"loss_changes":[4.7075075E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[4.7197378E-1,-8.457619E-2,1.058972E-1],"split_indices":[150,0,0],"split_type":[0,0,0],"sum_hessian":[2.7194955E0,1.5981798E0,1.1213158E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[9.675705E-3,-8.258605E-2,1.0178553E-1],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":31,"left_children":[1,-1,-1],"loss_changes":[4.3115315E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[4.3592244E-1,-8.258605E-2,1.0178553E-1],"split_indices":[203,0,0],"split_type":[0,0,0],"sum_hessian":[2.5959294E0,1.480649E0,1.1152804E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[1.30216405E-2,-9.501246E-2,8.800245E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":32,"left_children":[1,-1,-1],"loss_changes":[4.148594E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[7.9576254E-1,-9.501246E-2,8.800245E-2],"split_indices":[105,0,0],"split_type":[0,0,0],"sum_hessian":[2.4832456E0,1.0814114E0,1.4018342E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[7.409533E-3,-8.070404E-2,8.692646E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":33,"left_children":[1,-1,-1],"loss_changes":[3.4097737E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[7.8122556E-1,-8.070404E-2,8.692646E-2],"split_indices":[109,0,0],"split_type":[0,0,0],"sum_hessian":[2.3701527E0,1.2214962E0,1.1486564E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[7.482174E-3,-7.934728E-2,7.832998E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":34,"left_children":[1,-1,-1],"loss_changes":[2.951428E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[8.9727575E-1,-7.934728E-2,7.832998E-2],"split_indices":[122,0,0],"split_type":[0,0,0],"sum_hessian":[2.277666E0,1.0783737E0,1.1992923E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[5.1614563E-3,-7.641678E-2,8.116605E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":35,"left_children":[1,-1,-1],"loss_changes":[2.8936023E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[4.4309682E-1,-7.641678E-2,8.116605E-2],"split_indices":[169,0,0],"split_type":[0,0,0],"sum_hessian":[2.1961784E0,1.1299157E0,1.0662627E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[5.408506E-3,-7.369948E-2,7.428646E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":36,"left_children":[1,-1,-1],"loss_changes":[2.50614E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[7.865376E-1,-7.369948E-2,7.428646E-2],"split_indices":[117,0,0],"split_type":[0,0,0],"sum_hessian":[2.1207352E0,1.0343235E0,1.0864117E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[4.1813254E-3,-6.360706E-2,6.5030314E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":37,"left_children":[1,-1,-1],"loss_changes":[1.8622842E-1,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[5.82E8,-6.360706E-2,6.5030314E-2],"split_indices":[33,0,0],"split_type":[0,0,0],"sum_hessian":[2.0518243E0,1.0185676E0,1.0332568E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[3.5369846E-3,-4.5588244E-2,4.7173984E-2],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0,0,0],"id":38,"left_children":[1,-1,-1],"loss_changes":[9.5619E-2,0E0,0E0],"parents":[2147483647,0,0],"right_children":[2,-1,-1],"split_conditions":[4.7808132E-1,-4.5588244E-2,4.7173984E-2],"split_indices":[24,0,0],"split_type":[0,0,0],"sum_hessian":[2.000802E0,1.0002713E0,1.0005306E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"3","size_leaf_vector":"1"}},{"base_weights":[3.0911763E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":39,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[9.273529E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9753245E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.4699294E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":40,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[7.4097887E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9752034E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.9791226E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":41,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[5.937368E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9751245E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.5822826E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":42,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[4.7468478E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9750513E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.2684886E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":43,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[3.8054658E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9750036E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.0143862E-3],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":44,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[3.0431588E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.974958E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[8.1455783E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":45,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[2.4436737E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9749316E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[6.465491E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":46,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.9396473E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748881E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[5.202885E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":47,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.5608655E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748749E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.149087E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":48,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.2447262E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748532E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.392391E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":49,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.0177174E-4],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748609E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.724741E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":50,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[8.174223E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748526E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.1073374E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":51,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[6.3220126E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748217E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.6549489E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":52,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[4.9648468E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748052E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.3366154E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":53,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[4.0098465E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748032E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.1313836E-4],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":54,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[3.394151E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.974817E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[9.01269E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":55,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[2.7038071E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.974812E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[7.16421E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":56,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[2.149263E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748075E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[5.7890637E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":57,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.7367192E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748069E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.814486E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":58,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.4443458E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748102E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.8586055E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":59,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.1575817E-5],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748088E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.183239E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":60,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[9.549718E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748102E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.7976474E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":61,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[8.392943E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9748167E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.5512185E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":62,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[4.6536557E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747953E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.2463132E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":63,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[3.7389398E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747952E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[1.1224272E-5],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":64,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[3.3672818E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747987E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[9.352894E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":65,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[2.8058685E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747995E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[6.9327252E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":66,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[2.0798177E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747977E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.0242835E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":67,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.2072851E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747928E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.6366996E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":68,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.09101E-6],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747939E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.2788582E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":69,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[9.836575E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747949E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.971304E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":70,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[8.913912E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747957E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.6549694E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":71,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[7.9649084E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747967E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[2.3942002E-6],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":72,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[7.182601E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747974E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[6.2385817E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":73,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.8715745E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747937E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[5.787759E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":74,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.7363277E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747938E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[5.424596E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":75,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.6273788E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747939E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.923682E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":76,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.4771047E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.974794E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.516689E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":77,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.3550068E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747941E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[4.0846504E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":78,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.2253952E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747943E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":79,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":80,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":81,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":82,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":83,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":84,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":85,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":86,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":87,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":88,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":89,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":90,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":91,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":92,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":93,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":94,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":95,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":96,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":97,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":98,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}},{"base_weights":[3.683919E-7],"categories":[],"categories_nodes":[],"categories_segments":[],"categories_sizes":[],"default_left":[0],"id":99,"left_children":[-1],"loss_changes":[0E0],"parents":[2147483647],"right_children":[-1],"split_conditions":[1.10517576E-7],"split_indices":[0],"split_type":[0],"sum_hessian":[1.9747944E0],"tree_param":{"num_deleted":"0","num_feature":"207","num_nodes":"1","size_leaf_vector":"1"}}]},"name":"gbtree"},"learner_model_param":{"base_score":"5E-1","boost_from_average":"1","num_class":"0","num_feature":"207","num_target":"1"},"objective":{"name":"binary:logistic","reg_loss_param":{"scale_pos_weight":"18.6451607"}}},"version":[2,1,4]}
xgb_pipeline_model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebb5cac55e8df55c09ea81d5e34857767c11a52a2385b0cb6ff0ad9f27015cb6
3
+ size 129524