ExtraTreesClassifier - ~m-label - default - {‘zipmap’: False}#

Fitted on a problem type ~m-label (see find_suitable_problem), method predict_proba matches output . Model was converted with additional parameter: <class 'sklearn.ensemble._forest.ExtraTreesClassifier'>={'zipmap': False}.

ExtraTreesClassifier(n_estimators=10, n_jobs=8, random_state=0)

index

0

skl_nop

11

skl_nnodes

1298

skl_ntrees

10

skl_max_depth

18

onx_size

92422

onx_nnodes

89

onx_ninits

17

onx_doc_string

onx_ir_version

8

onx_domain

ai.onnx

onx_model_version

0

onx_producer_name

skl2onnx

onx_producer_version

1.11.1

onx_

15

onx_ai.onnx.ml

1

onx_op_Cast

20

onx_op_Reshape

26

onx_size_optim

92422

onx_nnodes_optim

89

onx_ninits_optim

17

fit_n_classes_

[2, 2, 2]

fit_n_features_

4

fit_estimators_.size

10

fit_estimators_.n_classes_

2

fit_estimators_.n_classes_.shape

3

fit_estimators_.sum|tree_.node_count

1298

fit_estimators_.sum|tree_.leave_count

654

fit_estimators_.n_features_

4

fit_estimators_.max|tree_.max_depth

18
%0 X X float((0, 4)) TreeEnsembleClassifier3 TreeEnsembleClassifier (TreeEnsembleClassifier3) class_ids=[  2   5   6   9  10 ... class_nodeids=[  2   5   6   9 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 24   3   0... nodes_featureids=[0 0 0 0 1 0 0... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   0 ... nodes_values=[5.1048493  4.4648... post_transform=b'NONE' X->TreeEnsembleClassifier3 TreeEnsembleClassifier7 TreeEnsembleClassifier (TreeEnsembleClassifier7) class_ids=[  2   3   9  11  13 ... class_nodeids=[  2   3   9  11 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[  4   3   0... nodes_featureids=[0 2 0 0 3 2 3... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   0 ... nodes_values=[4.802714   2.2335... post_transform=b'NONE' X->TreeEnsembleClassifier7 TreeEnsembleClassifier2 TreeEnsembleClassifier (TreeEnsembleClassifier2) class_ids=[  5   7   9  16  19 ... class_nodeids=[  5   7   9  16 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 70  51  36... nodes_featureids=[3 2 2 1 0 0 1... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.4801970e+00 4.5... post_transform=b'NONE' X->TreeEnsembleClassifier2 TreeEnsembleClassifier1 TreeEnsembleClassifier (TreeEnsembleClassifier1) class_ids=[  3   5   8  10  11 ... class_nodeids=[  3   5   8  10 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 66  29   4... nodes_featureids=[3 2 0 0 1 0 1... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.4846117  2.3146... post_transform=b'NONE' X->TreeEnsembleClassifier1 TreeEnsembleClassifier TreeEnsembleClassifier (TreeEnsembleClassifier) class_ids=[  5   9  10  12  14 ... class_nodeids=[  5   9  10  12 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 82  81  32... nodes_featureids=[2 3 2 0 2 0 2... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[4.9157906  2.1685... post_transform=b'NONE' X->TreeEnsembleClassifier TreeEnsembleClassifier9 TreeEnsembleClassifier (TreeEnsembleClassifier9) class_ids=[  5   7   9  11  14 ... class_nodeids=[  5   7   9  11 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 22  21  20... nodes_featureids=[2 1 0 1 3 0 2... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.3905562  3.8586... post_transform=b'NONE' X->TreeEnsembleClassifier9 TreeEnsembleClassifier8 TreeEnsembleClassifier (TreeEnsembleClassifier8) class_ids=[  7   8  10  12  14 ... class_nodeids=[  7   8  10  12 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 24  23  22... nodes_featureids=[2 3 1 1 0 3 2... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.6709176  0.6804... post_transform=b'NONE' X->TreeEnsembleClassifier8 TreeEnsembleClassifier4 TreeEnsembleClassifier (TreeEnsembleClassifier4) class_ids=[  6   7  10  12  13 ... class_nodeids=[  6   7  10  12 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 68  27  24... nodes_featureids=[3 1 0 1 1 3 0... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[ 1.2550458   2.85... post_transform=b'NONE' X->TreeEnsembleClassifier4 TreeEnsembleClassifier6 TreeEnsembleClassifier (TreeEnsembleClassifier6) class_ids=[  4   8  10  11  15 ... class_nodeids=[  4   8  10  11 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 84  39  26... nodes_featureids=[3 3 2 0 0 0 2... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.8044972  0.8338... post_transform=b'NONE' X->TreeEnsembleClassifier6 TreeEnsembleClassifier5 TreeEnsembleClassifier (TreeEnsembleClassifier5) class_ids=[  6  10  11  13  15 ... class_nodeids=[  6  10  11  13 ... class_treeids=[0 0 0 0 0 0 0 0 ... class_weights=[1. 1. 1. 1. 1. 1... classlabels_int64s=[  0   1   2... nodes_falsenodeids=[ 88  61  26... nodes_featureids=[3 1 2 2 3 1 0... nodes_hitrates=[1. 1. 1. 1. 1. ... nodes_missing_value_tracks_true=[0 0 0 0 0... nodes_modes=[b'BRANCH_LEQ' b'BR... nodes_nodeids=[  0   1   2   3 ... nodes_treeids=[0 0 0 0 0 0 0 0 ... nodes_truenodeids=[  1   2   3 ... nodes_values=[1.7261313  3.2235... post_transform=b'NONE' X->TreeEnsembleClassifier5 label label int64((0, 3)) probabilities probabilities float((3, 0, 2)) Transpose10 Transpose (Transpose10) perm=[1 2 0] probabilities->Transpose10 values values float32((3, 2, 127)) [[[69. 41. 39.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor ArrayFeatureExtractor (ArrayFeatureExtractor) values->ArrayFeatureExtractor shape_tensor shape_tensor int64((2,)) [ 1 -1] Reshape6 Reshape (Reshape6) shape_tensor->Reshape6 Reshape14 Reshape (Reshape14) shape_tensor->Reshape14 Reshape4 Reshape (Reshape4) shape_tensor->Reshape4 Reshape2 Reshape (Reshape2) shape_tensor->Reshape2 Reshape Reshape (Reshape) shape_tensor->Reshape Reshape16 Reshape (Reshape16) shape_tensor->Reshape16 Reshape18 Reshape (Reshape18) shape_tensor->Reshape18 Reshape12 Reshape (Reshape12) shape_tensor->Reshape12 Reshape10 Reshape (Reshape10) shape_tensor->Reshape10 Reshape8 Reshape (Reshape8) shape_tensor->Reshape8 Reshape22 Reshape (Reshape22) shape_tensor->Reshape22 Reshape20 Reshape (Reshape20) shape_tensor->Reshape20 Reshape24 Reshape (Reshape24) shape_tensor->Reshape24 shape_tensor1 shape_tensor1 int64((4,)) [ 1  3 -1  2] Reshape15 Reshape (Reshape15) shape_tensor1->Reshape15 Reshape7 Reshape (Reshape7) shape_tensor1->Reshape7 Reshape9 Reshape (Reshape9) shape_tensor1->Reshape9 Reshape5 Reshape (Reshape5) shape_tensor1->Reshape5 Reshape3 Reshape (Reshape3) shape_tensor1->Reshape3 Reshape1 Reshape (Reshape1) shape_tensor1->Reshape1 Reshape19 Reshape (Reshape19) shape_tensor1->Reshape19 Reshape13 Reshape (Reshape13) shape_tensor1->Reshape13 Reshape17 Reshape (Reshape17) shape_tensor1->Reshape17 Reshape11 Reshape (Reshape11) shape_tensor1->Reshape11 values1 values1 float32((3, 2, 121)) [[[69. 34.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor1 ArrayFeatureExtractor (ArrayFeatureExtractor1) values1->ArrayFeatureExtractor1 values2 values2 float32((3, 2, 135)) [[[69. 34. 18.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor2 ArrayFeatureExtractor (ArrayFeatureExtractor2) values2->ArrayFeatureExtractor2 values3 values3 float32((3, 2, 131)) [[[69.  3.  0.  3.  1.  1.  0.  2.  1.  1.  0.  1.... ArrayFeatureExtractor3 ArrayFeatureExtractor (ArrayFeatureExtractor3) values3->ArrayFeatureExtractor3 values4 values4 float32((3, 2, 157)) [[[69. 19. 15.  9.  6.  1.  0.  1.  5.  3.  1.  2.... ArrayFeatureExtractor4 ArrayFeatureExtractor (ArrayFeatureExtractor4) values4->ArrayFeatureExtractor4 values5 values5 float32((3, 2, 139)) [[[69. 44. 38. 10.  1.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor5 ArrayFeatureExtractor (ArrayFeatureExtractor5) values5->ArrayFeatureExtractor5 values6 values6 float32((3, 2, 119)) [[[69. 50.  9.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor6 ArrayFeatureExtractor (ArrayFeatureExtractor6) values6->ArrayFeatureExtractor6 values7 values7 float32((3, 2, 115)) [[[69.  1.  0.  1. 68. 29.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor7 ArrayFeatureExtractor (ArrayFeatureExtractor7) values7->ArrayFeatureExtractor7 values8 values8 float32((3, 2, 121)) [[[69.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor8 ArrayFeatureExtractor (ArrayFeatureExtractor8) values8->ArrayFeatureExtractor8 values9 values9 float32((3, 2, 133)) [[[69.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.  0.... ArrayFeatureExtractor9 ArrayFeatureExtractor (ArrayFeatureExtractor9) values9->ArrayFeatureExtractor9 k_column k_column int64(()) 0 ArrayFeatureExtractor10 ArrayFeatureExtractor (ArrayFeatureExtractor10) k_column->ArrayFeatureExtractor10 classes classes int64((2,)) [0 1] ArrayFeatureExtractor15 ArrayFeatureExtractor (ArrayFeatureExtractor15) classes->ArrayFeatureExtractor15 ArrayFeatureExtractor11 ArrayFeatureExtractor (ArrayFeatureExtractor11) classes->ArrayFeatureExtractor11 ArrayFeatureExtractor13 ArrayFeatureExtractor (ArrayFeatureExtractor13) classes->ArrayFeatureExtractor13 shape_tensor21 shape_tensor21 int64((2,)) [-1  1] Reshape21 Reshape (Reshape21) shape_tensor21->Reshape21 Reshape25 Reshape (Reshape25) shape_tensor21->Reshape25 Reshape23 Reshape (Reshape23) shape_tensor21->Reshape23 k_column1 k_column1 int64(()) 1 ArrayFeatureExtractor12 ArrayFeatureExtractor (ArrayFeatureExtractor12) k_column1->ArrayFeatureExtractor12 k_column2 k_column2 int64(()) 2 ArrayFeatureExtractor14 ArrayFeatureExtractor (ArrayFeatureExtractor14) k_column2->ArrayFeatureExtractor14 indices3 indices3 indices3->Reshape6 dummy_proba3 dummy_proba3 TreeEnsembleClassifier3->indices3 TreeEnsembleClassifier3->dummy_proba3 indices7 indices7 indices7->Reshape14 dummy_proba7 dummy_proba7 TreeEnsembleClassifier7->indices7 TreeEnsembleClassifier7->dummy_proba7 indices2 indices2 indices2->Reshape4 dummy_proba2 dummy_proba2 TreeEnsembleClassifier2->indices2 TreeEnsembleClassifier2->dummy_proba2 indices1 indices1 indices1->Reshape2 dummy_proba1 dummy_proba1 TreeEnsembleClassifier1->indices1 TreeEnsembleClassifier1->dummy_proba1 indices indices indices->Reshape dummy_proba dummy_proba TreeEnsembleClassifier->indices TreeEnsembleClassifier->dummy_proba indices9 indices9 indices9->Reshape18 dummy_proba9 dummy_proba9 TreeEnsembleClassifier9->indices9 TreeEnsembleClassifier9->dummy_proba9 indices8 indices8 indices8->Reshape16 dummy_proba8 dummy_proba8 TreeEnsembleClassifier8->indices8 TreeEnsembleClassifier8->dummy_proba8 indices4 indices4 indices4->Reshape8 dummy_proba4 dummy_proba4 TreeEnsembleClassifier4->indices4 TreeEnsembleClassifier4->dummy_proba4 indices6 indices6 indices6->Reshape12 dummy_proba6 dummy_proba6 TreeEnsembleClassifier6->indices6 TreeEnsembleClassifier6->dummy_proba6 indices5 indices5 indices5->Reshape10 dummy_proba5 dummy_proba5 TreeEnsembleClassifier5->indices5 TreeEnsembleClassifier5->dummy_proba5 reshaped_indices3 reshaped_indices3 reshaped_indices3->ArrayFeatureExtractor3 Reshape6->reshaped_indices3 reshaped_indices7 reshaped_indices7 reshaped_indices7->ArrayFeatureExtractor7 Reshape14->reshaped_indices7 reshaped_indices2 reshaped_indices2 reshaped_indices2->ArrayFeatureExtractor2 Reshape4->reshaped_indices2 reshaped_indices1 reshaped_indices1 reshaped_indices1->ArrayFeatureExtractor1 Reshape2->reshaped_indices1 reshaped_indices reshaped_indices reshaped_indices->ArrayFeatureExtractor Reshape->reshaped_indices reshaped_indices8 reshaped_indices8 reshaped_indices8->ArrayFeatureExtractor8 Reshape16->reshaped_indices8 reshaped_indices9 reshaped_indices9 reshaped_indices9->ArrayFeatureExtractor9 Reshape18->reshaped_indices9 reshaped_indices6 reshaped_indices6 reshaped_indices6->ArrayFeatureExtractor6 Reshape12->reshaped_indices6 reshaped_indices5 reshaped_indices5 reshaped_indices5->ArrayFeatureExtractor5 Reshape10->reshaped_indices5 reshaped_indices4 reshaped_indices4 reshaped_indices4->ArrayFeatureExtractor4 Reshape8->reshaped_indices4 out_indices3 out_indices3 Transpose3 Transpose (Transpose3) perm=[0 2 1] out_indices3->Transpose3 ArrayFeatureExtractor3->out_indices3 out_indices7 out_indices7 Transpose7 Transpose (Transpose7) perm=[0 2 1] out_indices7->Transpose7 ArrayFeatureExtractor7->out_indices7 out_indices6 out_indices6 Transpose6 Transpose (Transpose6) perm=[0 2 1] out_indices6->Transpose6 ArrayFeatureExtractor6->out_indices6 out_indices2 out_indices2 Transpose2 Transpose (Transpose2) perm=[0 2 1] out_indices2->Transpose2 ArrayFeatureExtractor2->out_indices2 out_indices1 out_indices1 Transpose1 Transpose (Transpose1) perm=[0 2 1] out_indices1->Transpose1 ArrayFeatureExtractor1->out_indices1 out_indices out_indices Transpose Transpose (Transpose) perm=[0 2 1] out_indices->Transpose ArrayFeatureExtractor->out_indices out_indices9 out_indices9 Transpose9 Transpose (Transpose9) perm=[0 2 1] out_indices9->Transpose9 ArrayFeatureExtractor9->out_indices9 out_indices8 out_indices8 Transpose8 Transpose (Transpose8) perm=[0 2 1] out_indices8->Transpose8 ArrayFeatureExtractor8->out_indices8 out_indices5 out_indices5 Transpose5 Transpose (Transpose5) perm=[0 2 1] out_indices5->Transpose5 ArrayFeatureExtractor5->out_indices5 out_indices4 out_indices4 Transpose4 Transpose (Transpose4) perm=[0 2 1] out_indices4->Transpose4 ArrayFeatureExtractor4->out_indices4 proba_output7 proba_output7 Cast14 Cast (Cast14) to=9 proba_output7->Cast14 Transpose7->proba_output7 proba_output3 proba_output3 Cast6 Cast (Cast6) to=9 proba_output3->Cast6 Transpose3->proba_output3 proba_output6 proba_output6 Cast12 Cast (Cast12) to=9 proba_output6->Cast12 Transpose6->proba_output6 proba_output1 proba_output1 Cast2 Cast (Cast2) to=9 proba_output1->Cast2 Transpose1->proba_output1 proba_output2 proba_output2 Cast4 Cast (Cast4) to=9 proba_output2->Cast4 Transpose2->proba_output2 proba_output proba_output Cast Cast (Cast) to=9 proba_output->Cast Transpose->proba_output proba_output9 proba_output9 Cast18 Cast (Cast18) to=9 proba_output9->Cast18 Transpose9->proba_output9 proba_output8 proba_output8 Cast16 Cast (Cast16) to=9 proba_output8->Cast16 Transpose8->proba_output8 proba_output5 proba_output5 Cast10 Cast (Cast10) to=9 proba_output5->Cast10 Transpose5->proba_output5 proba_output4 proba_output4 Cast8 Cast (Cast8) to=9 proba_output4->Cast8 Transpose4->proba_output4 cast_result3 cast_result3 Cast7 Cast (Cast7) to=1 cast_result3->Cast7 Cast6->cast_result3 cast_result6 cast_result6 Cast13 Cast (Cast13) to=1 cast_result6->Cast13 Cast12->cast_result6 cast_result7 cast_result7 Cast15 Cast (Cast15) to=1 cast_result7->Cast15 Cast14->cast_result7 cast_result2 cast_result2 Cast5 Cast (Cast5) to=1 cast_result2->Cast5 Cast4->cast_result2 cast_result1 cast_result1 Cast3 Cast (Cast3) to=1 cast_result1->Cast3 Cast2->cast_result1 cast_result cast_result Cast1 Cast (Cast1) to=1 cast_result->Cast1 Cast->cast_result cast_result9 cast_result9 Cast19 Cast (Cast19) to=1 cast_result9->Cast19 Cast18->cast_result9 cast_result8 cast_result8 Cast17 Cast (Cast17) to=1 cast_result8->Cast17 Cast16->cast_result8 cast_result4 cast_result4 Cast9 Cast (Cast9) to=1 cast_result4->Cast9 Cast8->cast_result4 cast_result5 cast_result5 Cast11 Cast (Cast11) to=1 cast_result5->Cast11 Cast10->cast_result5 proba_result3 proba_result3 proba_result3->Reshape7 Cast7->proba_result3 proba_result7 proba_result7 proba_result7->Reshape15 Cast15->proba_result7 proba_result6 proba_result6 proba_result6->Reshape13 Cast13->proba_result6 proba_result2 proba_result2 proba_result2->Reshape5 Cast5->proba_result2 proba_result1 proba_result1 proba_result1->Reshape3 Cast3->proba_result1 proba_result proba_result proba_result->Reshape1 Cast1->proba_result proba_result9 proba_result9 proba_result9->Reshape19 Cast19->proba_result9 proba_result8 proba_result8 proba_result8->Reshape17 Cast17->proba_result8 proba_result4 proba_result4 proba_result4->Reshape9 Cast9->proba_result4 proba_result5 proba_result5 proba_result5->Reshape11 Cast11->proba_result5 reshaped_est_proba7 reshaped_est_proba7 Concat Concat (Concat) axis=0 reshaped_est_proba7->Concat Reshape15->reshaped_est_proba7 reshaped_est_proba3 reshaped_est_proba3 reshaped_est_proba3->Concat Reshape7->reshaped_est_proba3 reshaped_est_proba4 reshaped_est_proba4 reshaped_est_proba4->Concat Reshape9->reshaped_est_proba4 reshaped_est_proba2 reshaped_est_proba2 reshaped_est_proba2->Concat Reshape5->reshaped_est_proba2 reshaped_est_proba1 reshaped_est_proba1 reshaped_est_proba1->Concat Reshape3->reshaped_est_proba1 reshaped_est_proba reshaped_est_proba reshaped_est_proba->Concat Reshape1->reshaped_est_proba reshaped_est_proba9 reshaped_est_proba9 reshaped_est_proba9->Concat Reshape19->reshaped_est_proba9 reshaped_est_proba6 reshaped_est_proba6 reshaped_est_proba6->Concat Reshape13->reshaped_est_proba6 reshaped_est_proba8 reshaped_est_proba8 reshaped_est_proba8->Concat Reshape17->reshaped_est_proba8 reshaped_est_proba5 reshaped_est_proba5 reshaped_est_proba5->Concat Reshape11->reshaped_est_proba5 concatenated_proba concatenated_proba ReduceMean ReduceMean (ReduceMean) axes=[0] keepdims=0 concatenated_proba->ReduceMean Concat->concatenated_proba ReduceMean->probabilities transposed_result10 transposed_result10 transposed_result10->ArrayFeatureExtractor10 transposed_result10->ArrayFeatureExtractor14 transposed_result10->ArrayFeatureExtractor12 Transpose10->transposed_result10 out_k_column out_k_column ArgMax ArgMax (ArgMax) axis=1 out_k_column->ArgMax ArrayFeatureExtractor10->out_k_column out_k_column2 out_k_column2 ArgMax2 ArgMax (ArgMax2) axis=1 out_k_column2->ArgMax2 ArrayFeatureExtractor14->out_k_column2 out_k_column1 out_k_column1 ArgMax1 ArgMax (ArgMax1) axis=1 out_k_column1->ArgMax1 ArrayFeatureExtractor12->out_k_column1 argmax_output1 argmax_output1 argmax_output1->Reshape22 ArgMax1->argmax_output1 argmax_output2 argmax_output2 argmax_output2->Reshape24 ArgMax2->argmax_output2 argmax_output argmax_output argmax_output->Reshape20 ArgMax->argmax_output reshaped_result1 reshaped_result1 reshaped_result1->ArrayFeatureExtractor13 Reshape22->reshaped_result1 reshaped_result reshaped_result reshaped_result->ArrayFeatureExtractor11 Reshape20->reshaped_result reshaped_result2 reshaped_result2 reshaped_result2->ArrayFeatureExtractor15 Reshape24->reshaped_result2 preds2 preds2 preds2->Reshape25 ArrayFeatureExtractor15->preds2 preds preds preds->Reshape21 ArrayFeatureExtractor11->preds preds1 preds1 preds1->Reshape23 ArrayFeatureExtractor13->preds1 reshaped_preds reshaped_preds Concat1 Concat (Concat1) axis=1 reshaped_preds->Concat1 Reshape21->reshaped_preds reshaped_preds2 reshaped_preds2 reshaped_preds2->Concat1 Reshape25->reshaped_preds2 reshaped_preds1 reshaped_preds1 reshaped_preds1->Concat1 Reshape23->reshaped_preds1 Concat1->label

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