KNeighborsTransformer - num-tr - default -#

Fitted on a problem type num-tr (see find_suitable_problem), method transform matches output .

KNeighborsTransformer(n_jobs=8)

index

0

skl_nop

1

onx_size

3371

onx_nnodes

16

onx_ninits

6

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_op_Cast

1

onx_op_Reshape

2

onx_subgraphs

1

onx_op_Identity

2

onx_op_Identity_optim

1

onx_subgraphs_optim

1

onx_size_optim

3294

onx_nnodes_optim

15

onx_ninits_optim

6

fit__fit_X.shape

(112, 4)
%0 cluster_Scan139930358215776_139930469640752 Scan (Sc_Scan) body=node {  input: 'next_in'... num_scan_inputs=1 X X float((0, 4)) B_next_in next_in float((0, 4)) X->B_next_in Sc_Scan Sc_Scan X->Sc_Scan variable variable float((0, 112)) Eq_Equalcst Eq_Equalcst int64((1, 112, 1)) [[[  0]  [  1]  [  2]  [  3]  [  4]  [  5]  ... Eq_Equal Equal (Eq_Equal) Eq_Equalcst->Eq_Equal Sc_Scancst Sc_Scancst float32((112, 4)) [[ 4.3017502e+00  3.9453187e+00  9.2195314e-01  1.... B_next next float((0,)) Sc_Scancst->B_next Sc_Scancst->Sc_Scan To_TopKcst To_TopKcst int64((1,)) [6] To_TopK TopK (To_TopK) largest=0 sorted=1 To_TopKcst->To_TopK Re_Reshapecst Re_Reshapecst int64((3,)) [-1  1  6] Re_Reshape Reshape (Re_Reshape) allowzero=0 Re_Reshapecst->Re_Reshape Re_Reshape1 Reshape (Re_Reshape1) allowzero=0 Re_Reshapecst->Re_Reshape1 wei_Mulcst wei_Mulcst float32((1,)) [-1.] wei_Mul Mul (wei_Mul) wei_Mulcst->wei_Mul Mu_Mul Mul (Mu_Mul) wei_Mulcst->Mu_Mul Re_ReduceSumcst Re_ReduceSumcst int64((1,)) [2] Re_ReduceSum ReduceSum (Re_ReduceSum) keepdims=0 Re_ReduceSumcst->Re_ReduceSum UU018UU UU018UU UU019UU UU019UU Tr_Transpose Transpose (Tr_Transpose) perm=[1 0] UU019UU->Tr_Transpose B_cdistdf_10_Sub Sub (cdistdf_10_Sub) B_next_in->B_cdistdf_10_Sub B_cdistd_10_Identity Identity (cdistd_10_Identity) B_next_in->B_cdistd_10_Identity B_next->B_cdistdf_10_Sub B_next_out next_out float((0, 0)) B_next_out->UU018UU B_scan_out scan_out float((0,)) B_scan_out->UU019UU B_cdistdf_10_C0 cdistdf_10_C0 B_cdistdf_10_ReduceSumSquare ReduceSumSquare (cdistdf_10_ReduceSumSquare) axes=[1] keepdims=0 B_cdistdf_10_C0->B_cdistdf_10_ReduceSumSquare B_cdistdf_10_Sub->B_cdistdf_10_C0 B_cdistd_10_Identity->B_next_out B_cdistdf_10_reduced0 cdistdf_10_reduced0 B_cdistdf_10_Identity Identity (cdistdf_10_Identity) B_cdistdf_10_reduced0->B_cdistdf_10_Identity B_cdistdf_10_ReduceSumSquare->B_cdistdf_10_reduced0 B_cdistdf_10_Identity->B_scan_out Sc_Scan->UU018UU Sc_Scan->UU019UU Sc_Scan->B_cdistdf_10_Sub Tr_transposed0 Tr_transposed0 Sq_Sqrt Sqrt (Sq_Sqrt) Tr_transposed0->Sq_Sqrt Tr_Transpose->Tr_transposed0 Sq_Y0 Sq_Y0 Sq_Y0->To_TopK Sq_Sqrt->Sq_Y0 To_Values0 To_Values0 To_Values0->wei_Mul To_Indices1 To_Indices1 To_Indices1->Re_Reshape To_TopK->To_Values0 To_TopK->To_Indices1 Re_reshaped0 Re_reshaped0 Re_reshaped0->Eq_Equal Re_Reshape->Re_reshaped0 wei_C0 wei_C0 wei_C0->Mu_Mul wei_Mul->wei_C0 Eq_C0 Eq_C0 Ca_Cast Cast (Ca_Cast) to=1 Eq_C0->Ca_Cast Eq_Equal->Eq_C0 Mu_C01 Mu_C01 Mu_C01->Re_Reshape1 Mu_Mul->Mu_C01 Ca_output0 Ca_output0 Mu_Mul1 Mul (Mu_Mul1) Ca_output0->Mu_Mul1 Ca_Cast->Ca_output0 Re_reshaped02 Re_reshaped02 Re_reshaped02->Mu_Mul1 Re_Reshape1->Re_reshaped02 Mu_C0 Mu_C0 Mu_C0->Re_ReduceSum Mu_Mul1->Mu_C0 Re_ReduceSum->variable

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RadiusNeighborsClassifier - ~b-cl-nop - default_k3 - {‘optim’: ‘cdist’, ‘zipmap’: False}