CalibratedClassifierCV - m-cl - default -#

Fitted on a problem type m-cl (see find_suitable_problem), method predict_proba matches output .

CalibratedClassifierCV(n_jobs=8)

index

0

skl_nop

1

onx_size

10958

onx_nnodes

148

onx_ninits

39

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

12

onx_op_ZipMap

1

onx_op_Reshape

1

onx_size_optim

10958

onx_nnodes_optim

148

onx_ninits_optim

39

fit_classes_.shape

3
%0 X X float((0, 4)) LinearClassifier2 LinearClassifier (LinearClassifier2) classlabels_ints=[0 1 2] coefficients=[ 0.28968215  0.38... intercepts=[ 0.17412464  1.4280... multi_class=0 post_transform=b'NONE' X->LinearClassifier2 LinearClassifier LinearClassifier (LinearClassifier) classlabels_ints=[0 1 2] coefficients=[ 0.27096665  0.50... intercepts=[ 0.16703221  0.6084... multi_class=0 post_transform=b'NONE' X->LinearClassifier LinearClassifier1 LinearClassifier (LinearClassifier1) classlabels_ints=[0 1 2] coefficients=[ 0.26990616  0.52... intercepts=[ 0.15582757  1.2176... multi_class=0 post_transform=b'NONE' X->LinearClassifier1 LinearClassifier3 LinearClassifier (LinearClassifier3) classlabels_ints=[0 1 2] coefficients=[ 0.21358246  0.56... intercepts=[ 0.16406445  1.4716... multi_class=0 post_transform=b'NONE' X->LinearClassifier3 LinearClassifier4 LinearClassifier (LinearClassifier4) classlabels_ints=[0 1 2] coefficients=[ 0.26171178  0.50... intercepts=[ 0.15597518  1.5019... multi_class=0 post_transform=b'NONE' X->LinearClassifier4 output_label output_label int64((0,)) output_probability output_probability [{int64, {'kind': 'tensor', 'elem': 'float', 'shape': }}] classes classes int32((3,)) [0 1 2] ArrayFeatureExtractor ArrayFeatureExtractor (ArrayFeatureExtractor) classes->ArrayFeatureExtractor clf_length clf_length float32(()) 5.0 Div15 Div (Div15) clf_length->Div15 k k int64(()) 0 CaliAFE_1_c0 ArrayFeatureExtractor (CaliAFE_1_c0) k->CaliAFE_1_c0 CaliAFE_3_c0 ArrayFeatureExtractor (CaliAFE_3_c0) k->CaliAFE_3_c0 CaliAFE_2_c0 ArrayFeatureExtractor (CaliAFE_2_c0) k->CaliAFE_2_c0 CaliAFE_4_c0 ArrayFeatureExtractor (CaliAFE_4_c0) k->CaliAFE_4_c0 CaliAFE_0_c0 ArrayFeatureExtractor (CaliAFE_0_c0) k->CaliAFE_0_c0 a a float32(()) -1.1145632 Mul Mul (Mul) a->Mul b b float32(()) 0.32300928 Add Add (Add) b->Add unity unity float32(()) 1.0 Add11 Add (Add11) unity->Add11 Add9 Add (Add9) unity->Add9 Add13 Add (Add13) unity->Add13 Add25 Add (Add25) unity->Add25 Add29 Add (Add29) unity->Add29 Add27 Add (Add27) unity->Add27 Add19 Add (Add19) unity->Add19 Add17 Add (Add17) unity->Add17 Add21 Add (Add21) unity->Add21 Add5 Add (Add5) unity->Add5 Add33 Add (Add33) unity->Add33 Add37 Add (Add37) unity->Add37 Add35 Add (Add35) unity->Add35 Add3 Add (Add3) unity->Add3 Add1 Add (Add1) unity->Add1 Div4 Div (Div4) unity->Div4 Div5 Div (Div5) unity->Div5 Div3 Div (Div3) unity->Div3 Div9 Div (Div9) unity->Div9 Div10 Div (Div10) unity->Div10 Div11 Div (Div11) unity->Div11 Div7 Div (Div7) unity->Div7 Div8 Div (Div8) unity->Div8 Div6 Div (Div6) unity->Div6 Div2 Div (Div2) unity->Div2 Div12 Div (Div12) unity->Div12 Div14 Div (Div14) unity->Div14 Div13 Div (Div13) unity->Div13 Div Div (Div) unity->Div Div1 Div (Div1) unity->Div1 k1 k1 int64(()) 1 CaliAFE_1_c1 ArrayFeatureExtractor (CaliAFE_1_c1) k1->CaliAFE_1_c1 CaliAFE_3_c1 ArrayFeatureExtractor (CaliAFE_3_c1) k1->CaliAFE_3_c1 CaliAFE_2_c1 ArrayFeatureExtractor (CaliAFE_2_c1) k1->CaliAFE_2_c1 CaliAFE_4_c1 ArrayFeatureExtractor (CaliAFE_4_c1) k1->CaliAFE_4_c1 CaliAFE_0_c1 ArrayFeatureExtractor (CaliAFE_0_c1) k1->CaliAFE_0_c1 a1 a1 float32(()) -2.9291632 Mul1 Mul (Mul1) a1->Mul1 b1 b1 float32(()) -0.27606228 Add2 Add (Add2) b1->Add2 k2 k2 int64(()) 2 CaliAFE_1_c2 ArrayFeatureExtractor (CaliAFE_1_c2) k2->CaliAFE_1_c2 CaliAFE_3_c2 ArrayFeatureExtractor (CaliAFE_3_c2) k2->CaliAFE_3_c2 CaliAFE_2_c2 ArrayFeatureExtractor (CaliAFE_2_c2) k2->CaliAFE_2_c2 CaliAFE_4_c2 ArrayFeatureExtractor (CaliAFE_4_c2) k2->CaliAFE_4_c2 CaliAFE_0_c2 ArrayFeatureExtractor (CaliAFE_0_c2) k2->CaliAFE_0_c2 a2 a2 float32(()) -0.838532 Mul2 Mul (Mul2) a2->Mul2 b2 b2 float32(()) 0.03376223 Add4 Add (Add4) b2->Add4 axis axis int64((1,)) [1] ReduceSum2 ReduceSum (ReduceSum2) axis->ReduceSum2 ReduceSum3 ReduceSum (ReduceSum3) axis->ReduceSum3 ReduceSum1 ReduceSum (ReduceSum1) axis->ReduceSum1 ReduceSum ReduceSum (ReduceSum) axis->ReduceSum ReduceSum4 ReduceSum (ReduceSum4) axis->ReduceSum4 n_classes n_classes float32(()) 3.0 Mul3 Mul (Mul3) n_classes->Mul3 Mul11 Mul (Mul11) n_classes->Mul11 Mul7 Mul (Mul7) n_classes->Mul7 Mul19 Mul (Mul19) n_classes->Mul19 Mul15 Mul (Mul15) n_classes->Mul15 a3 a3 float32(()) -1.1832275 Mul4 Mul (Mul4) a3->Mul4 b3 b3 float32(()) 0.1055578 Add8 Add (Add8) b3->Add8 a4 a4 float32(()) -2.880722 Mul5 Mul (Mul5) a4->Mul5 b4 b4 float32(()) -0.14887789 Add10 Add (Add10) b4->Add10 a5 a5 float32(()) -1.2634196 Mul6 Mul (Mul6) a5->Mul6 b5 b5 float32(()) 0.10398018 Add12 Add (Add12) b5->Add12 a6 a6 float32(()) -1.2178044 Mul8 Mul (Mul8) a6->Mul8 b6 b6 float32(()) -0.3122041 Add16 Add (Add16) b6->Add16 a7 a7 float32(()) -1.2903359 Mul9 Mul (Mul9) a7->Mul9 b7 b7 float32(()) 0.4928711 Add18 Add (Add18) b7->Add18 a8 a8 float32(()) -0.8118446 Mul10 Mul (Mul10) a8->Mul10 b8 b8 float32(()) 0.1627732 Add20 Add (Add20) b8->Add20 a9 a9 float32(()) -1.2654412 Mul12 Mul (Mul12) a9->Mul12 b9 b9 float32(()) 0.082158536 Add24 Add (Add24) b9->Add24 a10 a10 float32(()) -2.5780382 Mul13 Mul (Mul13) a10->Mul13 b10 b10 float32(()) -0.19099966 Add26 Add (Add26) b10->Add26 a11 a11 float32(()) -1.42201 Mul14 Mul (Mul14) a11->Mul14 b11 b11 float32(()) -0.2278617 Add28 Add (Add28) b11->Add28 a12 a12 float32(()) -1.2918881 Mul16 Mul (Mul16) a12->Mul16 b12 b12 float32(()) 0.31180844 Add32 Add (Add32) b12->Add32 a13 a13 float32(()) -1.3303355 Mul17 Mul (Mul17) a13->Mul17 b13 b13 float32(()) 0.23924516 Add34 Add (Add34) b13->Add34 a14 a14 float32(()) -1.1931291 Mul18 Mul (Mul18) a14->Mul18 b14 b14 float32(()) -0.17566404 Add36 Add (Add36) b14->Add36 shape_tensor shape_tensor int64((1,)) [-1] Reshape Reshape (Reshape) shape_tensor->Reshape label3 label3 uncal_probability2 uncal_probability2 uncal_probability2->CaliAFE_2_c2 uncal_probability2->CaliAFE_2_c1 uncal_probability2->CaliAFE_2_c0 LinearClassifier2->label3 LinearClassifier2->uncal_probability2 label1 label1 uncal_probability uncal_probability uncal_probability->CaliAFE_0_c0 uncal_probability->CaliAFE_0_c1 uncal_probability->CaliAFE_0_c2 LinearClassifier->label1 LinearClassifier->uncal_probability label2 label2 uncal_probability1 uncal_probability1 uncal_probability1->CaliAFE_1_c1 uncal_probability1->CaliAFE_1_c2 uncal_probability1->CaliAFE_1_c0 LinearClassifier1->label2 LinearClassifier1->uncal_probability1 label4 label4 uncal_probability3 uncal_probability3 uncal_probability3->CaliAFE_3_c1 uncal_probability3->CaliAFE_3_c0 uncal_probability3->CaliAFE_3_c2 LinearClassifier3->label4 LinearClassifier3->uncal_probability3 label5 label5 uncal_probability4 uncal_probability4 uncal_probability4->CaliAFE_4_c1 uncal_probability4->CaliAFE_4_c0 uncal_probability4->CaliAFE_4_c2 LinearClassifier4->label5 LinearClassifier4->uncal_probability4 tdf_col_1_c1 tdf_col_1_c1 tdf_col_1_c1->Mul5 CaliAFE_1_c1->tdf_col_1_c1 tdf_col_1_c2 tdf_col_1_c2 tdf_col_1_c2->Mul6 CaliAFE_1_c2->tdf_col_1_c2 tdf_col_1_c0 tdf_col_1_c0 tdf_col_1_c0->Mul4 CaliAFE_1_c0->tdf_col_1_c0 tdf_col_3_c1 tdf_col_3_c1 tdf_col_3_c1->Mul13 CaliAFE_3_c1->tdf_col_3_c1 tdf_col_3_c0 tdf_col_3_c0 tdf_col_3_c0->Mul12 CaliAFE_3_c0->tdf_col_3_c0 tdf_col_3_c2 tdf_col_3_c2 tdf_col_3_c2->Mul14 CaliAFE_3_c2->tdf_col_3_c2 tdf_col_2_c2 tdf_col_2_c2 tdf_col_2_c2->Mul10 CaliAFE_2_c2->tdf_col_2_c2 tdf_col_2_c1 tdf_col_2_c1 tdf_col_2_c1->Mul9 CaliAFE_2_c1->tdf_col_2_c1 tdf_col_2_c0 tdf_col_2_c0 tdf_col_2_c0->Mul8 CaliAFE_2_c0->tdf_col_2_c0 tdf_col_4_c1 tdf_col_4_c1 tdf_col_4_c1->Mul17 CaliAFE_4_c1->tdf_col_4_c1 tdf_col_4_c0 tdf_col_4_c0 tdf_col_4_c0->Mul16 CaliAFE_4_c0->tdf_col_4_c0 tdf_col_4_c2 tdf_col_4_c2 tdf_col_4_c2->Mul18 CaliAFE_4_c2->tdf_col_4_c2 tdf_col_0_c0 tdf_col_0_c0 tdf_col_0_c0->Mul CaliAFE_0_c0->tdf_col_0_c0 tdf_col_0_c1 tdf_col_0_c1 tdf_col_0_c1->Mul1 CaliAFE_0_c1->tdf_col_0_c1 tdf_col_0_c2 tdf_col_0_c2 tdf_col_0_c2->Mul2 CaliAFE_0_c2->tdf_col_0_c2 a_df_prod3 a_df_prod3 a_df_prod3->Add8 Mul4->a_df_prod3 a_df_prod4 a_df_prod4 a_df_prod4->Add10 Mul5->a_df_prod4 a_df_prod5 a_df_prod5 a_df_prod5->Add12 Mul6->a_df_prod5 a_df_prod9 a_df_prod9 a_df_prod9->Add24 Mul12->a_df_prod9 a_df_prod10 a_df_prod10 a_df_prod10->Add26 Mul13->a_df_prod10 a_df_prod11 a_df_prod11 a_df_prod11->Add28 Mul14->a_df_prod11 a_df_prod8 a_df_prod8 a_df_prod8->Add20 Mul10->a_df_prod8 a_df_prod7 a_df_prod7 a_df_prod7->Add18 Mul9->a_df_prod7 a_df_prod6 a_df_prod6 a_df_prod6->Add16 Mul8->a_df_prod6 a_df_prod12 a_df_prod12 a_df_prod12->Add32 Mul16->a_df_prod12 a_df_prod13 a_df_prod13 a_df_prod13->Add34 Mul17->a_df_prod13 a_df_prod14 a_df_prod14 a_df_prod14->Add36 Mul18->a_df_prod14 a_df_prod a_df_prod a_df_prod->Add Mul->a_df_prod a_df_prod2 a_df_prod2 a_df_prod2->Add4 Mul2->a_df_prod2 a_df_prod1 a_df_prod1 a_df_prod1->Add2 Mul1->a_df_prod1 exp_parameter4 exp_parameter4 Exp4 Exp (Exp4) exp_parameter4->Exp4 Add10->exp_parameter4 exp_parameter3 exp_parameter3 Exp3 Exp (Exp3) exp_parameter3->Exp3 Add8->exp_parameter3 exp_parameter5 exp_parameter5 Exp5 Exp (Exp5) exp_parameter5->Exp5 Add12->exp_parameter5 exp_parameter9 exp_parameter9 Exp9 Exp (Exp9) exp_parameter9->Exp9 Add24->exp_parameter9 exp_parameter10 exp_parameter10 Exp10 Exp (Exp10) exp_parameter10->Exp10 Add26->exp_parameter10 exp_parameter11 exp_parameter11 Exp11 Exp (Exp11) exp_parameter11->Exp11 Add28->exp_parameter11 exp_parameter8 exp_parameter8 Exp8 Exp (Exp8) exp_parameter8->Exp8 Add20->exp_parameter8 exp_parameter7 exp_parameter7 Exp7 Exp (Exp7) exp_parameter7->Exp7 Add18->exp_parameter7 exp_parameter6 exp_parameter6 Exp6 Exp (Exp6) exp_parameter6->Exp6 Add16->exp_parameter6 exp_parameter2 exp_parameter2 Exp2 Exp (Exp2) exp_parameter2->Exp2 Add4->exp_parameter2 exp_parameter12 exp_parameter12 Exp12 Exp (Exp12) exp_parameter12->Exp12 Add32->exp_parameter12 exp_parameter13 exp_parameter13 Exp13 Exp (Exp13) exp_parameter13->Exp13 Add34->exp_parameter13 exp_parameter14 exp_parameter14 Exp14 Exp (Exp14) exp_parameter14->Exp14 Add36->exp_parameter14 exp_parameter1 exp_parameter1 Exp1 Exp (Exp1) exp_parameter1->Exp1 Add2->exp_parameter1 exp_parameter exp_parameter Exp Exp (Exp) exp_parameter->Exp Add->exp_parameter exp_result4 exp_result4 exp_result4->Add11 Exp4->exp_result4 exp_result3 exp_result3 exp_result3->Add9 Exp3->exp_result3 exp_result5 exp_result5 exp_result5->Add13 Exp5->exp_result5 exp_result9 exp_result9 exp_result9->Add25 Exp9->exp_result9 exp_result11 exp_result11 exp_result11->Add29 Exp11->exp_result11 exp_result10 exp_result10 exp_result10->Add27 Exp10->exp_result10 exp_result8 exp_result8 exp_result8->Add21 Exp8->exp_result8 exp_result7 exp_result7 exp_result7->Add19 Exp7->exp_result7 exp_result6 exp_result6 exp_result6->Add17 Exp6->exp_result6 exp_result2 exp_result2 exp_result2->Add5 Exp2->exp_result2 exp_result12 exp_result12 exp_result12->Add33 Exp12->exp_result12 exp_result13 exp_result13 exp_result13->Add35 Exp13->exp_result13 exp_result14 exp_result14 exp_result14->Add37 Exp14->exp_result14 exp_result exp_result exp_result->Add1 Exp->exp_result exp_result1 exp_result1 exp_result1->Add3 Exp1->exp_result1 denominator4 denominator4 denominator4->Div4 Add11->denominator4 denominator3 denominator3 denominator3->Div3 Add9->denominator3 denominator5 denominator5 denominator5->Div5 Add13->denominator5 denominator9 denominator9 denominator9->Div9 Add25->denominator9 denominator11 denominator11 denominator11->Div11 Add29->denominator11 denominator10 denominator10 denominator10->Div10 Add27->denominator10 denominator7 denominator7 denominator7->Div7 Add19->denominator7 denominator6 denominator6 denominator6->Div6 Add17->denominator6 denominator8 denominator8 denominator8->Div8 Add21->denominator8 denominator2 denominator2 denominator2->Div2 Add5->denominator2 denominator12 denominator12 denominator12->Div12 Add33->denominator12 denominator14 denominator14 denominator14->Div14 Add37->denominator14 denominator13 denominator13 denominator13->Div13 Add35->denominator13 denominator1 denominator1 denominator1->Div1 Add3->denominator1 denominator denominator denominator->Div Add1->denominator sigmoid_predict_result4 sigmoid_predict_result4 Concat1 Concat (Concat1) axis=1 sigmoid_predict_result4->Concat1 Div4->sigmoid_predict_result4 sigmoid_predict_result5 sigmoid_predict_result5 sigmoid_predict_result5->Concat1 Div5->sigmoid_predict_result5 sigmoid_predict_result3 sigmoid_predict_result3 sigmoid_predict_result3->Concat1 Div3->sigmoid_predict_result3 sigmoid_predict_result9 sigmoid_predict_result9 Concat3 Concat (Concat3) axis=1 sigmoid_predict_result9->Concat3 Div9->sigmoid_predict_result9 sigmoid_predict_result10 sigmoid_predict_result10 sigmoid_predict_result10->Concat3 Div10->sigmoid_predict_result10 sigmoid_predict_result11 sigmoid_predict_result11 sigmoid_predict_result11->Concat3 Div11->sigmoid_predict_result11 sigmoid_predict_result7 sigmoid_predict_result7 Concat2 Concat (Concat2) axis=1 sigmoid_predict_result7->Concat2 Div7->sigmoid_predict_result7 sigmoid_predict_result8 sigmoid_predict_result8 sigmoid_predict_result8->Concat2 Div8->sigmoid_predict_result8 sigmoid_predict_result6 sigmoid_predict_result6 sigmoid_predict_result6->Concat2 Div6->sigmoid_predict_result6 sigmoid_predict_result2 sigmoid_predict_result2 Concat Concat (Concat) axis=1 sigmoid_predict_result2->Concat Div2->sigmoid_predict_result2 sigmoid_predict_result12 sigmoid_predict_result12 Concat4 Concat (Concat4) axis=1 sigmoid_predict_result12->Concat4 Div12->sigmoid_predict_result12 sigmoid_predict_result14 sigmoid_predict_result14 sigmoid_predict_result14->Concat4 Div14->sigmoid_predict_result14 sigmoid_predict_result13 sigmoid_predict_result13 sigmoid_predict_result13->Concat4 Div13->sigmoid_predict_result13 sigmoid_predict_result sigmoid_predict_result sigmoid_predict_result->Concat Div->sigmoid_predict_result sigmoid_predict_result1 sigmoid_predict_result1 sigmoid_predict_result1->Concat Div1->sigmoid_predict_result1 concatenated_prob1 concatenated_prob1 concatenated_prob1->ReduceSum1 Add14 Add (Add14) concatenated_prob1->Add14 Concat1->concatenated_prob1 concatenated_prob3 concatenated_prob3 concatenated_prob3->ReduceSum3 Add30 Add (Add30) concatenated_prob3->Add30 Concat3->concatenated_prob3 concatenated_prob2 concatenated_prob2 concatenated_prob2->ReduceSum2 Add22 Add (Add22) concatenated_prob2->Add22 Concat2->concatenated_prob2 concatenated_prob4 concatenated_prob4 concatenated_prob4->ReduceSum4 Add38 Add (Add38) concatenated_prob4->Add38 Concat4->concatenated_prob4 concatenated_prob concatenated_prob concatenated_prob->ReduceSum Add6 Add (Add6) concatenated_prob->Add6 Concat->concatenated_prob reduced_prob2 reduced_prob2 Cast4 Cast (Cast4) to=9 reduced_prob2->Cast4 Add23 Add (Add23) reduced_prob2->Add23 ReduceSum2->reduced_prob2 reduced_prob3 reduced_prob3 Cast6 Cast (Cast6) to=9 reduced_prob3->Cast6 Add31 Add (Add31) reduced_prob3->Add31 ReduceSum3->reduced_prob3 reduced_prob1 reduced_prob1 Cast2 Cast (Cast2) to=9 reduced_prob1->Cast2 Add15 Add (Add15) reduced_prob1->Add15 ReduceSum1->reduced_prob1 reduced_prob reduced_prob Cast Cast (Cast) to=9 reduced_prob->Cast Add7 Add (Add7) reduced_prob->Add7 ReduceSum->reduced_prob reduced_prob4 reduced_prob4 Cast8 Cast (Cast8) to=9 reduced_prob4->Cast8 Add39 Add (Add39) reduced_prob4->Add39 ReduceSum4->reduced_prob4 cast_prob2 cast_prob2 Not2 Not (Not2) cast_prob2->Not2 Cast4->cast_prob2 cast_prob1 cast_prob1 Not1 Not (Not1) cast_prob1->Not1 Cast2->cast_prob1 cast_prob cast_prob Not Not (Not) cast_prob->Not Cast->cast_prob cast_prob4 cast_prob4 Not4 Not (Not4) cast_prob4->Not4 Cast8->cast_prob4 cast_prob3 cast_prob3 Not3 Not (Not3) cast_prob3->Not3 Cast6->cast_prob3 bool_not_cast_prob2 bool_not_cast_prob2 Cast5 Cast (Cast5) to=1 bool_not_cast_prob2->Cast5 Not2->bool_not_cast_prob2 bool_not_cast_prob1 bool_not_cast_prob1 Cast3 Cast (Cast3) to=1 bool_not_cast_prob1->Cast3 Not1->bool_not_cast_prob1 bool_not_cast_prob bool_not_cast_prob Cast1 Cast (Cast1) to=1 bool_not_cast_prob->Cast1 Not->bool_not_cast_prob bool_not_cast_prob4 bool_not_cast_prob4 Cast9 Cast (Cast9) to=1 bool_not_cast_prob4->Cast9 Not4->bool_not_cast_prob4 bool_not_cast_prob3 bool_not_cast_prob3 Cast7 Cast (Cast7) to=1 bool_not_cast_prob3->Cast7 Not3->bool_not_cast_prob3 mask mask mask->Add6 mask->Mul3 Cast1->mask mask2 mask2 mask2->Add22 mask2->Mul11 Cast5->mask2 mask1 mask1 mask1->Add14 mask1->Mul7 Cast3->mask1 mask4 mask4 mask4->Add38 mask4->Mul19 Cast9->mask4 mask3 mask3 mask3->Add30 mask3->Mul15 Cast7->mask3 masked_concatenated_prob masked_concatenated_prob CaliDiv0 Div (CaliDiv0) masked_concatenated_prob->CaliDiv0 Add6->masked_concatenated_prob reduced_prob_mask reduced_prob_mask reduced_prob_mask->Add7 Mul3->reduced_prob_mask masked_concatenated_prob2 masked_concatenated_prob2 CaliDiv2 Div (CaliDiv2) masked_concatenated_prob2->CaliDiv2 Add22->masked_concatenated_prob2 reduced_prob_mask2 reduced_prob_mask2 reduced_prob_mask2->Add23 Mul11->reduced_prob_mask2 masked_concatenated_prob1 masked_concatenated_prob1 CaliDiv1 Div (CaliDiv1) masked_concatenated_prob1->CaliDiv1 Add14->masked_concatenated_prob1 reduced_prob_mask1 reduced_prob_mask1 reduced_prob_mask1->Add15 Mul7->reduced_prob_mask1 masked_concatenated_prob4 masked_concatenated_prob4 CaliDiv4 Div (CaliDiv4) masked_concatenated_prob4->CaliDiv4 Add38->masked_concatenated_prob4 reduced_prob_mask4 reduced_prob_mask4 reduced_prob_mask4->Add39 Mul19->reduced_prob_mask4 masked_concatenated_prob3 masked_concatenated_prob3 CaliDiv3 Div (CaliDiv3) masked_concatenated_prob3->CaliDiv3 Add30->masked_concatenated_prob3 reduced_prob_mask3 reduced_prob_mask3 reduced_prob_mask3->Add31 Mul15->reduced_prob_mask3 masked_reduced_prob masked_reduced_prob masked_reduced_prob->CaliDiv0 Add7->masked_reduced_prob masked_reduced_prob2 masked_reduced_prob2 masked_reduced_prob2->CaliDiv2 Add23->masked_reduced_prob2 masked_reduced_prob1 masked_reduced_prob1 masked_reduced_prob1->CaliDiv1 Add15->masked_reduced_prob1 masked_reduced_prob4 masked_reduced_prob4 masked_reduced_prob4->CaliDiv4 Add39->masked_reduced_prob4 masked_reduced_prob3 masked_reduced_prob3 masked_reduced_prob3->CaliDiv3 Add31->masked_reduced_prob3 calc_prob calc_prob Sum Sum (Sum) calc_prob->Sum CaliDiv0->calc_prob calc_prob2 calc_prob2 calc_prob2->Sum CaliDiv2->calc_prob2 calc_prob1 calc_prob1 calc_prob1->Sum CaliDiv1->calc_prob1 calc_prob4 calc_prob4 calc_prob4->Sum CaliDiv4->calc_prob4 calc_prob3 calc_prob3 calc_prob3->Sum CaliDiv3->calc_prob3 add_result add_result add_result->Div15 Sum->add_result probabilities probabilities ArgMax ArgMax (ArgMax) axis=1 probabilities->ArgMax ZipMap ZipMap (ZipMap) classlabels_int64s=[0 1 2] probabilities->ZipMap Div15->probabilities argmax_output argmax_output argmax_output->ArrayFeatureExtractor ArgMax->argmax_output ZipMap->output_probability array_feature_extractor_result array_feature_extractor_result array_feature_extractor_result->Reshape ArrayFeatureExtractor->array_feature_extractor_result reshaped_result reshaped_result Cast10 Cast (Cast10) to=7 reshaped_result->Cast10 Reshape->reshaped_result label label Cast11 Cast (Cast11) to=7 label->Cast11 Cast10->label Cast11->output_label

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