RadiusNeighborsClassifier - ~m-cl-nop - weights_k3 - {‘optim’: ‘cdist’, ‘zipmap’: False}#

Fitted on a problem type ~m-cl-nop (see find_suitable_problem), method predict matches output . Model was converted with additional parameter: <class 'sklearn.neighbors._classification.RadiusNeighborsClassifier'>={'optim': 'cdist', 'zipmap': False}.

RadiusNeighborsClassifier(algorithm='brute', n_jobs=8, weights='distance')

index

0

skl_nop

1

onx_size

5189

onx_nnodes

38

onx_ninits

10

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_com.microsoft

1

onx_op_Cast

7

onx_op_Reshape

2

onx_size_optim

5189

onx_nnodes_optim

38

onx_ninits_optim

10

fit_classes_.shape

3

fit__fit_X.shape

(112, 4)
%0 X X float((0, 4)) cond_CDist CDist (cond_CDist) metric=b'euclidean' X->cond_CDist label label int64((0,)) probabilities probabilities float((0, 3)) blab_ArrayFeatureExtractorcst blab_ArrayFeatureExtractorcst int64((3,)) [0 1 2] blab_ArrayFeatureExtractor ArrayFeatureExtractor (blab_ArrayFeatureExtractor) blab_ArrayFeatureExtractorcst->blab_ArrayFeatureExtractor knny_ArrayFeatureExtractorcst knny_ArrayFeatureExtractorcst int64((112,)) [0 0 2 1 1 0 0 1 2 2 1 2 1 2 1 0 2 1 0 0 0 1 2 0 0... knny_ArrayFeatureExtractor ArrayFeatureExtractor (knny_ArrayFeatureExtractor) knny_ArrayFeatureExtractorcst->knny_ArrayFeatureExtractor cond_CDistcst cond_CDistcst float32((112, 4)) [[ 4.3017502e+00  3.9453187e+00  9.2195314e-01  1.... cond_CDistcst->cond_CDist cond_Lesscst cond_Lesscst float32((1,)) [1.] cond_Less Less (cond_Less) cond_Lesscst->cond_Less arange_CumSumcst arange_CumSumcst int64((1,)) [1] arange_CumSum CumSum (arange_CumSum) arange_CumSumcst->arange_CumSum bprob_Equal1 Equal (bprob_Equal1) arange_CumSumcst->bprob_Equal1 bprob_ReduceSum1 ReduceSum (bprob_ReduceSum1) keepdims=1 arange_CumSumcst->bprob_ReduceSum1 bprob_ReduceSum ReduceSum (bprob_ReduceSum) keepdims=1 arange_CumSumcst->bprob_ReduceSum bprob_ReduceSum2 ReduceSum (bprob_ReduceSum2) keepdims=1 arange_CumSumcst->bprob_ReduceSum2 bprob_ReduceSum3 ReduceSum (bprob_ReduceSum3) keepdims=1 arange_CumSumcst->bprob_ReduceSum3 knny_Reshapecst knny_Reshapecst int64((2,)) [ -1 112] knny_Reshape Reshape (knny_Reshape) allowzero=0 knny_Reshapecst->knny_Reshape bprob_Equalcst bprob_Equalcst int64((1,)) [0] bprob_Equal Equal (bprob_Equal) bprob_Equalcst->bprob_Equal wei_Maxcst wei_Maxcst float32((1,)) [1.e-06] wei_Max Max (wei_Max) wei_Maxcst->wei_Max bprob_Equalcst2 bprob_Equalcst2 int64((1,)) [2] bprob_Equal2 Equal (bprob_Equal2) bprob_Equalcst2->bprob_Equal2 blab_Reshapecst blab_Reshapecst int64((1,)) [-1] blab_Reshape Reshape (blab_Reshape) allowzero=0 blab_Reshapecst->blab_Reshape cond_dist cond_dist arange_Shape Shape (arange_Shape) cond_dist->arange_Shape cond_dist->cond_Less nndist_Where Where (nndist_Where) cond_dist->nndist_Where cond_CDist->cond_dist arange_shape0 arange_shape0 nndist_ConstantOfShape ConstantOfShape (nndist_ConstantOfShape) arange_shape0->nndist_ConstantOfShape arange_ConstantOfShape ConstantOfShape (arange_ConstantOfShape) value=[-1.] arange_shape0->arange_ConstantOfShape arange_Shape->arange_shape0 cond_C0 cond_C0 nnbin_Cast Cast (nnbin_Cast) to=1 cond_C0->nnbin_Cast cond_C0->nndist_Where nnind_Where Where (nnind_Where) cond_C0->nnind_Where cond_Less->cond_C0 nndist_output02 nndist_output02 nndist_Cast Cast (nndist_Cast) to=1 nndist_output02->nndist_Cast nndist_ConstantOfShape->nndist_output02 arange_output01 arange_output01 arange_Cast Cast (arange_Cast) to=7 arange_output01->arange_Cast arange_ConstantOfShape->arange_output01 nnbin_output0 nnbin_output0 wei_Mul Mul (wei_Mul) nnbin_output0->wei_Mul nnbin_Cast->nnbin_output0 arange_output0 arange_output0 arange_output0->arange_CumSum arange_Add Add (arange_Add) arange_output0->arange_Add arange_output0->nnind_Where arange_Cast->arange_output0 nndist_output01 nndist_output01 nndist_output01->nndist_Where nndist_Cast->nndist_output01 nndist_output0 nndist_output0 nndist_output0->wei_Max nndist_Where->nndist_output0 arange_y0 arange_y0 arange_Neg Neg (arange_Neg) arange_y0->arange_Neg arange_CumSum->arange_y0 arange_Y0 arange_Y0 arange_Y0->arange_Add arange_Neg->arange_Y0 wei_max0 wei_max0 wei_Reciprocal Reciprocal (wei_Reciprocal) wei_max0->wei_Reciprocal wei_Max->wei_max0 arange_C0 arange_C0 arange_C0->nnind_Where arange_Add->arange_C0 wei_Y0 wei_Y0 wei_Y0->wei_Mul wei_Reciprocal->wei_Y0 nnind_output0 nnind_output0 knny_Flatten Flatten (knny_Flatten) nnind_output0->knny_Flatten nnind_Where->nnind_output0 wei_C0 wei_C0 bprob_Mul1 Mul (bprob_Mul1) wei_C0->bprob_Mul1 bprob_Mul2 Mul (bprob_Mul2) wei_C0->bprob_Mul2 bprob_Mul Mul (bprob_Mul) wei_C0->bprob_Mul wei_Mul->wei_C0 knny_output0 knny_output0 knny_output0->knny_ArrayFeatureExtractor knny_Flatten->knny_output0 knny_Z0 knny_Z0 knny_Z0->knny_Reshape knny_ArrayFeatureExtractor->knny_Z0 knny_reshaped0 knny_reshaped0 knny_reshaped0->bprob_Equal1 knny_reshaped0->bprob_Equal2 knny_reshaped0->bprob_Equal knny_Reshape->knny_reshaped0 bprob_C04 bprob_C04 bprob_Cast1 Cast (bprob_Cast1) to=1 bprob_C04->bprob_Cast1 bprob_Equal1->bprob_C04 bprob_C06 bprob_C06 bprob_Cast2 Cast (bprob_Cast2) to=1 bprob_C06->bprob_Cast2 bprob_Equal2->bprob_C06 bprob_C01 bprob_C01 bprob_Cast Cast (bprob_Cast) to=1 bprob_C01->bprob_Cast bprob_Equal->bprob_C01 bprob_output03 bprob_output03 bprob_output03->bprob_Mul2 bprob_Cast2->bprob_output03 bprob_output02 bprob_output02 bprob_output02->bprob_Mul1 bprob_Cast1->bprob_output02 bprob_output0 bprob_output0 bprob_output0->bprob_Mul bprob_Cast->bprob_output0 bprob_C03 bprob_C03 bprob_C03->bprob_ReduceSum1 bprob_Mul1->bprob_C03 bprob_C05 bprob_C05 bprob_C05->bprob_ReduceSum2 bprob_Mul2->bprob_C05 bprob_C0 bprob_C0 bprob_C0->bprob_ReduceSum bprob_Mul->bprob_C0 bprob_reduced02 bprob_reduced02 bprob_Concat Concat (bprob_Concat) axis=1 bprob_reduced02->bprob_Concat bprob_ReduceSum1->bprob_reduced02 bprob_reduced0 bprob_reduced0 bprob_reduced0->bprob_Concat bprob_ReduceSum->bprob_reduced0 bprob_reduced03 bprob_reduced03 bprob_reduced03->bprob_Concat bprob_ReduceSum2->bprob_reduced03 bprob_concat_result0 bprob_concat_result0 bprob_concat_result0->bprob_ReduceSum3 blab_ArgMax ArgMax (blab_ArgMax) axis=1 keepdims=0 bprob_concat_result0->blab_ArgMax bprob_Div Div (bprob_Div) bprob_concat_result0->bprob_Div bprob_Concat->bprob_concat_result0 bprob_reduced04 bprob_reduced04 bprob_reduced04->bprob_Div bprob_ReduceSum3->bprob_reduced04 blab_reduced0 blab_reduced0 blab_reduced0->blab_ArrayFeatureExtractor blab_ArgMax->blab_reduced0 bprob_Div->probabilities blab_Z0 blab_Z0 blab_Cast Cast (blab_Cast) to=7 blab_Z0->blab_Cast blab_ArrayFeatureExtractor->blab_Z0 blab_output0 blab_output0 blab_output0->blab_Reshape blab_Cast->blab_output0 blab_Reshape->label

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