.. _l-AdaBoostRegressor-~b-reg-64-default--o17: AdaBoostRegressor - ~b-reg-64 - default - ========================================== Fitted on a problem type *~b-reg-64* (see :func:`find_suitable_problem `), method `predict` matches output . :: AdaBoostRegressor(n_estimators=10, random_state=0) +---------------------------------------+----------+ | index | 0 | +=======================================+==========+ | skl_nop | 11 | +---------------------------------------+----------+ | skl_nnodes | 146 | +---------------------------------------+----------+ | skl_ntrees | 10 | +---------------------------------------+----------+ | skl_max_depth | 3 | +---------------------------------------+----------+ | onx_size | 18154 | +---------------------------------------+----------+ | onx_nnodes | 78 | +---------------------------------------+----------+ | onx_ninits | 7 | +---------------------------------------+----------+ | onx_doc_string | | +---------------------------------------+----------+ | onx_ir_version | 8 | +---------------------------------------+----------+ | onx_domain | ai.onnx | +---------------------------------------+----------+ | onx_model_version | 0 | +---------------------------------------+----------+ | onx_producer_name | skl2onnx | +---------------------------------------+----------+ | onx_producer_version | 1.13.1 | +---------------------------------------+----------+ | onx_ | 17 | +---------------------------------------+----------+ | onx_ai.onnx.ml | 3 | +---------------------------------------+----------+ | onx_op_Cast | 56 | +---------------------------------------+----------+ | onx_op_Reshape | 1 | +---------------------------------------+----------+ | onx_size_optim | 18154 | +---------------------------------------+----------+ | onx_nnodes_optim | 78 | +---------------------------------------+----------+ | onx_ninits_optim | 7 | +---------------------------------------+----------+ | fit_estimator_weights_.shape | 10 | +---------------------------------------+----------+ | fit_estimator_errors_.shape | 10 | +---------------------------------------+----------+ | fit_estimators_.size | 10 | +---------------------------------------+----------+ | fit_estimators_.sum|tree_.leave_count | 78 | +---------------------------------------+----------+ | fit_estimators_.max|tree_.max_depth | 3 | +---------------------------------------+----------+ | fit_estimators_.sum|tree_.node_count | 146 | +---------------------------------------+----------+ .. gdot:: digraph{ size=7; ranksep=0.25; nodesep=0.05; orientation=portrait; X [shape=box color=red label="X\ndouble((0, 4))" fontsize=10]; variable [shape=box color=green label="variable\ndouble((0, 1))" fontsize=10]; negate [shape=box label="negate\nfloat64(())\n-1.0" fontsize=10]; estimators_weights [shape=box label="estimators_weights\nfloat64((10,))\n[1.43654852 1.50025062 1.32940132 0.54848987 1.219..." fontsize=10]; half_scalar [shape=box label="half_scalar\nfloat64(())\n0.5" fontsize=10]; last_index [shape=box label="last_index\nint64(())\n9" fontsize=10]; k_value [shape=box label="k_value\nint64((1,))\n[10]" fontsize=10]; shape_tensor [shape=box label="shape_tensor\nint64((2,))\n[-1 10]" fontsize=10]; axis_name [shape=box label="axis_name\nint32(())\n1" fontsize=10]; tree_ensemble_cast47 [shape=box label="tree_ensemble_cast47" fontsize=10]; TreeEnsembleRegressor2 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor2)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 1 2 0 0 1 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.4079014...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.13 ..." fontsize=10]; X -> TreeEnsembleRegressor2; TreeEnsembleRegressor2 -> tree_ensemble_cast47; tree_ensemble_cast46 [shape=box label="tree_ensemble_cast46" fontsize=10]; TreeEnsembleRegressor1 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor1)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 2 2 0 0 0 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.5489839...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.4 ..." fontsize=10]; X -> TreeEnsembleRegressor1; TreeEnsembleRegressor1 -> tree_ensemble_cast46; tree_ensemble_cast48 [shape=box label="tree_ensemble_cast48" fontsize=10]; TreeEnsembleRegressor3 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor3)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 3 2 0 0 0 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.5489839...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.0266666..." fontsize=10]; X -> TreeEnsembleRegressor3; TreeEnsembleRegressor3 -> tree_ensemble_cast48; tree_ensemble_cast45 [shape=box label="tree_ensemble_cast45" fontsize=10]; TreeEnsembleRegressor [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 0 2 0 0 1 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.6928242...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.0375 ..." fontsize=10]; X -> TreeEnsembleRegressor; TreeEnsembleRegressor -> tree_ensemble_cast45; tree_ensemble_cast49 [shape=box label="tree_ensemble_cast49" fontsize=10]; TreeEnsembleRegressor4 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor4)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[3 1 2 0 0 0 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[1.1216526...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[1.93 ..." fontsize=10]; X -> TreeEnsembleRegressor4; TreeEnsembleRegressor4 -> tree_ensemble_cast49; tree_ensemble_cast51 [shape=box label="tree_ensemble_cast51" fontsize=10]; TreeEnsembleRegressor6 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor6)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 2 1 0 0 2 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.4861828...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.41 ..." fontsize=10]; X -> TreeEnsembleRegressor6; TreeEnsembleRegressor6 -> tree_ensemble_cast51; tree_ensemble_cast50 [shape=box label="tree_ensemble_cast50" fontsize=10]; TreeEnsembleRegressor5 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor5)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 2 1 0 0 3 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[4.8169252...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 9 ...\ntarget_treeids=[0 0 0 0 0 0 0]\ntarget_weights_as_tensor=[0.2 ..." fontsize=10]; X -> TreeEnsembleRegressor5; TreeEnsembleRegressor5 -> tree_ensemble_cast50; tree_ensemble_cast52 [shape=box label="tree_ensemble_cast52" fontsize=10]; TreeEnsembleRegressor7 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor7)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 0 0 0 0 0 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.5489839...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.04 ..." fontsize=10]; X -> TreeEnsembleRegressor7; TreeEnsembleRegressor7 -> tree_ensemble_cast52; tree_ensemble_cast53 [shape=box label="tree_ensemble_cast53" fontsize=10]; TreeEnsembleRegressor8 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor8)\nn_targets=1\nnodes_falsenodeids=[ 8 5 4 0...\nnodes_featureids=[2 0 1 0 0 2 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 3 0 ...\nnodes_values_as_tensor=[2.5489839...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0 0]\ntarget_nodeids=[ 3 4 6 7 10 ...\ntarget_treeids=[0 0 0 0 0 0 0 0...\ntarget_weights_as_tensor=[0.01 ..." fontsize=10]; X -> TreeEnsembleRegressor8; TreeEnsembleRegressor8 -> tree_ensemble_cast53; tree_ensemble_cast54 [shape=box label="tree_ensemble_cast54" fontsize=10]; TreeEnsembleRegressor9 [shape=box style="filled,rounded" color=orange label="TreeEnsembleRegressor\n(TreeEnsembleRegressor9)\nn_targets=1\nnodes_falsenodeids=[ 6 3 0 5...\nnodes_featureids=[2 0 0 0 0 0 0...\nnodes_hitrates_as_tensor=[1. 1. 1. ...\nnodes_missing_value_tracks_true=[0 0 0 0 0...\nnodes_modes=[b'BRANCH_LEQ' b'BR...\nnodes_nodeids=[ 0 1 2 3 4 ...\nnodes_treeids=[0 0 0 0 0 0 0 0 ...\nnodes_truenodeids=[ 1 2 0 4 ...\nnodes_values_as_tensor=[2.5645443...\npost_transform=b'NONE'\ntarget_ids=[0 0 0 0 0 0 0]\ntarget_nodeids=[ 2 4 5 8 9 ...\ntarget_treeids=[0 0 0 0 0 0 0]\ntarget_weights_as_tensor=[0.04 ..." fontsize=10]; X -> TreeEnsembleRegressor9; TreeEnsembleRegressor9 -> tree_ensemble_cast54; tree_ensemble_cast38 [shape=box label="tree_ensemble_cast38" fontsize=10]; tree_ensemble_cast47 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast47)\nto=11" fontsize=10]; tree_ensemble_cast47 -> tree_ensemble_cast47; tree_ensemble_cast47 -> tree_ensemble_cast38; tree_ensemble_cast37 [shape=box label="tree_ensemble_cast37" fontsize=10]; tree_ensemble_cast46 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast46)\nto=11" fontsize=10]; tree_ensemble_cast46 -> tree_ensemble_cast46; tree_ensemble_cast46 -> tree_ensemble_cast37; tree_ensemble_cast36 [shape=box label="tree_ensemble_cast36" fontsize=10]; tree_ensemble_cast45 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast45)\nto=11" fontsize=10]; tree_ensemble_cast45 -> tree_ensemble_cast45; tree_ensemble_cast45 -> tree_ensemble_cast36; tree_ensemble_cast39 [shape=box label="tree_ensemble_cast39" fontsize=10]; tree_ensemble_cast48 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast48)\nto=11" fontsize=10]; tree_ensemble_cast48 -> tree_ensemble_cast48; tree_ensemble_cast48 -> tree_ensemble_cast39; tree_ensemble_cast40 [shape=box label="tree_ensemble_cast40" fontsize=10]; tree_ensemble_cast49 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast49)\nto=11" fontsize=10]; tree_ensemble_cast49 -> tree_ensemble_cast49; tree_ensemble_cast49 -> tree_ensemble_cast40; tree_ensemble_cast41 [shape=box label="tree_ensemble_cast41" fontsize=10]; tree_ensemble_cast50 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast50)\nto=11" fontsize=10]; tree_ensemble_cast50 -> tree_ensemble_cast50; tree_ensemble_cast50 -> tree_ensemble_cast41; tree_ensemble_cast42 [shape=box label="tree_ensemble_cast42" fontsize=10]; tree_ensemble_cast51 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast51)\nto=11" fontsize=10]; tree_ensemble_cast51 -> tree_ensemble_cast51; tree_ensemble_cast51 -> tree_ensemble_cast42; tree_ensemble_cast43 [shape=box label="tree_ensemble_cast43" fontsize=10]; tree_ensemble_cast52 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast52)\nto=11" fontsize=10]; tree_ensemble_cast52 -> tree_ensemble_cast52; tree_ensemble_cast52 -> tree_ensemble_cast43; tree_ensemble_cast44 [shape=box label="tree_ensemble_cast44" fontsize=10]; tree_ensemble_cast53 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast53)\nto=11" fontsize=10]; tree_ensemble_cast53 -> tree_ensemble_cast53; tree_ensemble_cast53 -> tree_ensemble_cast44; est_label_9 [shape=box label="est_label_9" fontsize=10]; tree_ensemble_cast54 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast54)\nto=11" fontsize=10]; tree_ensemble_cast54 -> tree_ensemble_cast54; tree_ensemble_cast54 -> est_label_9; tree_ensemble_cast34 [shape=box label="tree_ensemble_cast34" fontsize=10]; tree_ensemble_cast42 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast42)\nto=11" fontsize=10]; tree_ensemble_cast42 -> tree_ensemble_cast42; tree_ensemble_cast42 -> tree_ensemble_cast34; tree_ensemble_cast33 [shape=box label="tree_ensemble_cast33" fontsize=10]; tree_ensemble_cast41 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast41)\nto=11" fontsize=10]; tree_ensemble_cast41 -> tree_ensemble_cast41; tree_ensemble_cast41 -> tree_ensemble_cast33; tree_ensemble_cast31 [shape=box label="tree_ensemble_cast31" fontsize=10]; tree_ensemble_cast39 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast39)\nto=11" fontsize=10]; tree_ensemble_cast39 -> tree_ensemble_cast39; tree_ensemble_cast39 -> tree_ensemble_cast31; tree_ensemble_cast32 [shape=box label="tree_ensemble_cast32" fontsize=10]; tree_ensemble_cast40 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast40)\nto=11" fontsize=10]; tree_ensemble_cast40 -> tree_ensemble_cast40; tree_ensemble_cast40 -> tree_ensemble_cast32; tree_ensemble_cast30 [shape=box label="tree_ensemble_cast30" fontsize=10]; tree_ensemble_cast38 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast38)\nto=11" fontsize=10]; tree_ensemble_cast38 -> tree_ensemble_cast38; tree_ensemble_cast38 -> tree_ensemble_cast30; tree_ensemble_cast28 [shape=box label="tree_ensemble_cast28" fontsize=10]; tree_ensemble_cast36 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast36)\nto=11" fontsize=10]; tree_ensemble_cast36 -> tree_ensemble_cast36; tree_ensemble_cast36 -> tree_ensemble_cast28; tree_ensemble_cast29 [shape=box label="tree_ensemble_cast29" fontsize=10]; tree_ensemble_cast37 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast37)\nto=11" fontsize=10]; tree_ensemble_cast37 -> tree_ensemble_cast37; tree_ensemble_cast37 -> tree_ensemble_cast29; est_label_8 [shape=box label="est_label_8" fontsize=10]; tree_ensemble_cast44 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast44)\nto=11" fontsize=10]; tree_ensemble_cast44 -> tree_ensemble_cast44; tree_ensemble_cast44 -> est_label_8; tree_ensemble_cast35 [shape=box label="tree_ensemble_cast35" fontsize=10]; tree_ensemble_cast43 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast43)\nto=11" fontsize=10]; tree_ensemble_cast43 -> tree_ensemble_cast43; tree_ensemble_cast43 -> tree_ensemble_cast35; est_label_7 [shape=box label="est_label_7" fontsize=10]; tree_ensemble_cast35 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast35)\nto=11" fontsize=10]; tree_ensemble_cast35 -> tree_ensemble_cast35; tree_ensemble_cast35 -> est_label_7; tree_ensemble_cast21 [shape=box label="tree_ensemble_cast21" fontsize=10]; tree_ensemble_cast28 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast28)\nto=11" fontsize=10]; tree_ensemble_cast28 -> tree_ensemble_cast28; tree_ensemble_cast28 -> tree_ensemble_cast21; tree_ensemble_cast23 [shape=box label="tree_ensemble_cast23" fontsize=10]; tree_ensemble_cast30 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast30)\nto=11" fontsize=10]; tree_ensemble_cast30 -> tree_ensemble_cast30; tree_ensemble_cast30 -> tree_ensemble_cast23; tree_ensemble_cast22 [shape=box label="tree_ensemble_cast22" fontsize=10]; tree_ensemble_cast29 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast29)\nto=11" fontsize=10]; tree_ensemble_cast29 -> tree_ensemble_cast29; tree_ensemble_cast29 -> tree_ensemble_cast22; tree_ensemble_cast24 [shape=box label="tree_ensemble_cast24" fontsize=10]; tree_ensemble_cast31 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast31)\nto=11" fontsize=10]; tree_ensemble_cast31 -> tree_ensemble_cast31; tree_ensemble_cast31 -> tree_ensemble_cast24; tree_ensemble_cast25 [shape=box label="tree_ensemble_cast25" fontsize=10]; tree_ensemble_cast32 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast32)\nto=11" fontsize=10]; tree_ensemble_cast32 -> tree_ensemble_cast32; tree_ensemble_cast32 -> tree_ensemble_cast25; tree_ensemble_cast26 [shape=box label="tree_ensemble_cast26" fontsize=10]; tree_ensemble_cast33 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast33)\nto=11" fontsize=10]; tree_ensemble_cast33 -> tree_ensemble_cast33; tree_ensemble_cast33 -> tree_ensemble_cast26; tree_ensemble_cast27 [shape=box label="tree_ensemble_cast27" fontsize=10]; tree_ensemble_cast34 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast34)\nto=11" fontsize=10]; tree_ensemble_cast34 -> tree_ensemble_cast34; tree_ensemble_cast34 -> tree_ensemble_cast27; tree_ensemble_cast16 [shape=box label="tree_ensemble_cast16" fontsize=10]; tree_ensemble_cast22 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast22)\nto=11" fontsize=10]; tree_ensemble_cast22 -> tree_ensemble_cast22; tree_ensemble_cast22 -> tree_ensemble_cast16; tree_ensemble_cast15 [shape=box label="tree_ensemble_cast15" fontsize=10]; tree_ensemble_cast21 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast21)\nto=11" fontsize=10]; tree_ensemble_cast21 -> tree_ensemble_cast21; tree_ensemble_cast21 -> tree_ensemble_cast15; tree_ensemble_cast18 [shape=box label="tree_ensemble_cast18" fontsize=10]; tree_ensemble_cast24 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast24)\nto=11" fontsize=10]; tree_ensemble_cast24 -> tree_ensemble_cast24; tree_ensemble_cast24 -> tree_ensemble_cast18; tree_ensemble_cast19 [shape=box label="tree_ensemble_cast19" fontsize=10]; tree_ensemble_cast25 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast25)\nto=11" fontsize=10]; tree_ensemble_cast25 -> tree_ensemble_cast25; tree_ensemble_cast25 -> tree_ensemble_cast19; tree_ensemble_cast17 [shape=box label="tree_ensemble_cast17" fontsize=10]; tree_ensemble_cast23 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast23)\nto=11" fontsize=10]; tree_ensemble_cast23 -> tree_ensemble_cast23; tree_ensemble_cast23 -> tree_ensemble_cast17; tree_ensemble_cast20 [shape=box label="tree_ensemble_cast20" fontsize=10]; tree_ensemble_cast26 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast26)\nto=11" fontsize=10]; tree_ensemble_cast26 -> tree_ensemble_cast26; tree_ensemble_cast26 -> tree_ensemble_cast20; est_label_6 [shape=box label="est_label_6" fontsize=10]; tree_ensemble_cast27 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast27)\nto=11" fontsize=10]; tree_ensemble_cast27 -> tree_ensemble_cast27; tree_ensemble_cast27 -> est_label_6; tree_ensemble_cast11 [shape=box label="tree_ensemble_cast11" fontsize=10]; tree_ensemble_cast16 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast16)\nto=11" fontsize=10]; tree_ensemble_cast16 -> tree_ensemble_cast16; tree_ensemble_cast16 -> tree_ensemble_cast11; tree_ensemble_cast10 [shape=box label="tree_ensemble_cast10" fontsize=10]; tree_ensemble_cast15 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast15)\nto=11" fontsize=10]; tree_ensemble_cast15 -> tree_ensemble_cast15; tree_ensemble_cast15 -> tree_ensemble_cast10; tree_ensemble_cast12 [shape=box label="tree_ensemble_cast12" fontsize=10]; tree_ensemble_cast17 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast17)\nto=11" fontsize=10]; tree_ensemble_cast17 -> tree_ensemble_cast17; tree_ensemble_cast17 -> tree_ensemble_cast12; tree_ensemble_cast13 [shape=box label="tree_ensemble_cast13" fontsize=10]; tree_ensemble_cast18 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast18)\nto=11" fontsize=10]; tree_ensemble_cast18 -> tree_ensemble_cast18; tree_ensemble_cast18 -> tree_ensemble_cast13; tree_ensemble_cast14 [shape=box label="tree_ensemble_cast14" fontsize=10]; tree_ensemble_cast19 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast19)\nto=11" fontsize=10]; tree_ensemble_cast19 -> tree_ensemble_cast19; tree_ensemble_cast19 -> tree_ensemble_cast14; est_label_5 [shape=box label="est_label_5" fontsize=10]; tree_ensemble_cast20 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast20)\nto=11" fontsize=10]; tree_ensemble_cast20 -> tree_ensemble_cast20; tree_ensemble_cast20 -> est_label_5; tree_ensemble_cast6 [shape=box label="tree_ensemble_cast6" fontsize=10]; tree_ensemble_cast10 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast10)\nto=11" fontsize=10]; tree_ensemble_cast10 -> tree_ensemble_cast10; tree_ensemble_cast10 -> tree_ensemble_cast6; tree_ensemble_cast8 [shape=box label="tree_ensemble_cast8" fontsize=10]; tree_ensemble_cast12 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast12)\nto=11" fontsize=10]; tree_ensemble_cast12 -> tree_ensemble_cast12; tree_ensemble_cast12 -> tree_ensemble_cast8; tree_ensemble_cast7 [shape=box label="tree_ensemble_cast7" fontsize=10]; tree_ensemble_cast11 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast11)\nto=11" fontsize=10]; tree_ensemble_cast11 -> tree_ensemble_cast11; tree_ensemble_cast11 -> tree_ensemble_cast7; tree_ensemble_cast9 [shape=box label="tree_ensemble_cast9" fontsize=10]; tree_ensemble_cast13 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast13)\nto=11" fontsize=10]; tree_ensemble_cast13 -> tree_ensemble_cast13; tree_ensemble_cast13 -> tree_ensemble_cast9; est_label_4 [shape=box label="est_label_4" fontsize=10]; tree_ensemble_cast14 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast14)\nto=11" fontsize=10]; tree_ensemble_cast14 -> tree_ensemble_cast14; tree_ensemble_cast14 -> est_label_4; tree_ensemble_cast4 [shape=box label="tree_ensemble_cast4" fontsize=10]; tree_ensemble_cast7 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast7)\nto=11" fontsize=10]; tree_ensemble_cast7 -> tree_ensemble_cast7; tree_ensemble_cast7 -> tree_ensemble_cast4; tree_ensemble_cast3 [shape=box label="tree_ensemble_cast3" fontsize=10]; tree_ensemble_cast6 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast6)\nto=11" fontsize=10]; tree_ensemble_cast6 -> tree_ensemble_cast6; tree_ensemble_cast6 -> tree_ensemble_cast3; est_label_3 [shape=box label="est_label_3" fontsize=10]; tree_ensemble_cast9 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast9)\nto=11" fontsize=10]; tree_ensemble_cast9 -> tree_ensemble_cast9; tree_ensemble_cast9 -> est_label_3; tree_ensemble_cast5 [shape=box label="tree_ensemble_cast5" fontsize=10]; tree_ensemble_cast8 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast8)\nto=11" fontsize=10]; tree_ensemble_cast8 -> tree_ensemble_cast8; tree_ensemble_cast8 -> tree_ensemble_cast5; tree_ensemble_cast2 [shape=box label="tree_ensemble_cast2" fontsize=10]; tree_ensemble_cast4 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast4)\nto=11" fontsize=10]; tree_ensemble_cast4 -> tree_ensemble_cast4; tree_ensemble_cast4 -> tree_ensemble_cast2; est_label_2 [shape=box label="est_label_2" fontsize=10]; tree_ensemble_cast5 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast5)\nto=11" fontsize=10]; tree_ensemble_cast5 -> tree_ensemble_cast5; tree_ensemble_cast5 -> est_label_2; tree_ensemble_cast1 [shape=box label="tree_ensemble_cast1" fontsize=10]; tree_ensemble_cast3 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast3)\nto=11" fontsize=10]; tree_ensemble_cast3 -> tree_ensemble_cast3; tree_ensemble_cast3 -> tree_ensemble_cast1; tree_ensemble_cast [shape=box label="tree_ensemble_cast" fontsize=10]; tree_ensemble_cast1 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast1)\nto=11" fontsize=10]; tree_ensemble_cast1 -> tree_ensemble_cast1; tree_ensemble_cast1 -> tree_ensemble_cast; est_label_1 [shape=box label="est_label_1" fontsize=10]; tree_ensemble_cast2 [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast2)\nto=11" fontsize=10]; tree_ensemble_cast2 -> tree_ensemble_cast2; tree_ensemble_cast2 -> est_label_1; est_label_0 [shape=box label="est_label_0" fontsize=10]; tree_ensemble_cast [shape=box style="filled,rounded" color=orange label="Cast\n(tree_ensemble_cast)\nto=11" fontsize=10]; tree_ensemble_cast -> tree_ensemble_cast; tree_ensemble_cast -> est_label_0; concatenated_labels [shape=box label="concatenated_labels" fontsize=10]; Concat [shape=box style="filled,rounded" color=orange label="Concat\n(Concat)\naxis=1" fontsize=10]; est_label_0 -> Concat; est_label_1 -> Concat; est_label_2 -> Concat; est_label_3 -> Concat; est_label_4 -> Concat; est_label_5 -> Concat; est_label_6 -> Concat; est_label_7 -> Concat; est_label_8 -> Concat; est_label_9 -> Concat; Concat -> concatenated_labels; negated_labels [shape=box label="negated_labels" fontsize=10]; Mul [shape=box style="filled,rounded" color=orange label="Mul\n(Mul)" fontsize=10]; concatenated_labels -> Mul; negate -> Mul; Mul -> negated_labels; sorted_values [shape=box label="sorted_values" fontsize=10]; sorted_indices [shape=box label="sorted_indices" fontsize=10]; TopK1 [shape=box style="filled,rounded" color=orange label="TopK\n(TopK1)" fontsize=10]; negated_labels -> TopK1; k_value -> TopK1; TopK1 -> sorted_values; TopK1 -> sorted_indices; array_feat_extractor_output [shape=box label="array_feat_extractor_output" fontsize=10]; ArrayFeatureExtractor [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor)" fontsize=10]; estimators_weights -> ArrayFeatureExtractor; sorted_indices -> ArrayFeatureExtractor; ArrayFeatureExtractor -> array_feat_extractor_output; reshaped_weights [shape=box label="reshaped_weights" fontsize=10]; Reshape [shape=box style="filled,rounded" color=orange label="Reshape\n(Reshape)" fontsize=10]; array_feat_extractor_output -> Reshape; shape_tensor -> Reshape; Reshape -> reshaped_weights; weights_cdf [shape=box label="weights_cdf" fontsize=10]; CumSum [shape=box style="filled,rounded" color=orange label="CumSum\n(CumSum)" fontsize=10]; reshaped_weights -> CumSum; axis_name -> CumSum; CumSum -> weights_cdf; median_value [shape=box label="median_value" fontsize=10]; ArrayFeatureExtractor1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor1)" fontsize=10]; weights_cdf -> ArrayFeatureExtractor1; last_index -> ArrayFeatureExtractor1; ArrayFeatureExtractor1 -> median_value; comp_value [shape=box label="comp_value" fontsize=10]; Mul1 [shape=box style="filled,rounded" color=orange label="Mul\n(Mul1)" fontsize=10]; median_value -> Mul1; half_scalar -> Mul1; Mul1 -> comp_value; median_or_above [shape=box label="median_or_above" fontsize=10]; Less [shape=box style="filled,rounded" color=orange label="Less\n(Less)" fontsize=10]; weights_cdf -> Less; comp_value -> Less; Less -> median_or_above; cast_result [shape=box label="cast_result" fontsize=10]; Cast [shape=box style="filled,rounded" color=orange label="Cast\n(Cast)\nto=11" fontsize=10]; median_or_above -> Cast; Cast -> cast_result; median_idx [shape=box label="median_idx" fontsize=10]; ArgMin [shape=box style="filled,rounded" color=orange label="ArgMin\n(ArgMin)\naxis=1" fontsize=10]; cast_result -> ArgMin; ArgMin -> median_idx; median_estimators [shape=box label="median_estimators" fontsize=10]; GatElsA [shape=box style="filled,rounded" color=orange label="GatherElements\n(GatElsA)\naxis=1" fontsize=10]; sorted_indices -> GatElsA; median_idx -> GatElsA; GatElsA -> median_estimators; GatElsB [shape=box style="filled,rounded" color=orange label="GatherElements\n(GatElsB)\naxis=1" fontsize=10]; concatenated_labels -> GatElsB; median_estimators -> GatElsB; GatElsB -> variable; }