RadiusNeighborsRegressor - ~b-reg-64 - default_k3 -#

Fitted on a problem type ~b-reg-64 (see find_suitable_problem), method predict matches output .

RadiusNeighborsRegressor(algorithm='brute', n_jobs=8)

index

0

skl_nop

1

onx_size

6849

onx_nnodes

27

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_ai.onnx.ml

1

onx_op_Cast

3

onx_op_Reshape

3

onx_subgraphs

1

onx_op_Identity

2

onx_op_Identity_optim

1

onx_subgraphs_optim

1

onx_size_optim

6772

onx_nnodes_optim

26

onx_ninits_optim

6

fit__fit_X.shape

(112, 4)
%0 cluster_Scan139930359635584_139930469640752 Scan (Sc_Scan) body=node {  input: 'next_in'... num_scan_inputs=1 X X double((0, 4)) B_next_in next_in double((0, 4)) X->B_next_in Sc_Scan Sc_Scan X->Sc_Scan variable variable double((0, 1)) knny_ArrayFeatureExtractorcst knny_ArrayFeatureExtractorcst float64((112,)) [0.04 0.32 3.42 1.85 1.86 0.16 0.1  1.81 3.33 3.37... knny_ArrayFeatureExtractor ArrayFeatureExtractor (knny_ArrayFeatureExtractor) knny_ArrayFeatureExtractorcst->knny_ArrayFeatureExtractor Sc_Scancst Sc_Scancst float64((112, 4)) [[ 4.30175021e+00  3.94531870e+00  9.21953113e-01 ... B_next next double((0,)) Sc_Scancst->B_next Sc_Scancst->Sc_Scan cond_Lesscst cond_Lesscst float64((1,)) [1.] cond_Less Less (cond_Less) cond_Lesscst->cond_Less arange_CumSumcst arange_CumSumcst int64((1,)) [1] norm_ReduceSum ReduceSum (norm_ReduceSum) keepdims=0 arange_CumSumcst->norm_ReduceSum arange_CumSum CumSum (arange_CumSum) arange_CumSumcst->arange_CumSum final_ReduceSum ReduceSum (final_ReduceSum) keepdims=0 arange_CumSumcst->final_ReduceSum knny_Reshapecst knny_Reshapecst int64((2,)) [ -1 112] knny_Reshape Reshape (knny_Reshape) allowzero=0 knny_Reshapecst->knny_Reshape Re_Reshapecst Re_Reshapecst int64((2,)) [-1  1] Re_Reshape Reshape (Re_Reshape) allowzero=0 Re_Reshapecst->Re_Reshape UU030UU UU030UU UU031UU UU031UU cond_Transpose Transpose (cond_Transpose) perm=[1 0] UU031UU->cond_Transpose B_cdistdf_16_Sub Sub (cdistdf_16_Sub) B_next_in->B_cdistdf_16_Sub B_cdistd_16_Identity Identity (cdistd_16_Identity) B_next_in->B_cdistd_16_Identity B_next->B_cdistdf_16_Sub B_next_out next_out double((0, 0)) B_next_out->UU030UU B_scan_out scan_out double((0,)) B_scan_out->UU031UU B_cdistdf_16_C0 cdistdf_16_C0 B_cdistdf_16_ReduceSumSquare ReduceSumSquare (cdistdf_16_ReduceSumSquare) axes=[1] keepdims=0 B_cdistdf_16_C0->B_cdistdf_16_ReduceSumSquare B_cdistdf_16_Sub->B_cdistdf_16_C0 B_cdistd_16_Identity->B_next_out B_cdistdf_16_reduced0 cdistdf_16_reduced0 B_cdistdf_16_Identity Identity (cdistdf_16_Identity) B_cdistdf_16_reduced0->B_cdistdf_16_Identity B_cdistdf_16_ReduceSumSquare->B_cdistdf_16_reduced0 B_cdistdf_16_Identity->B_scan_out Sc_Scan->UU030UU Sc_Scan->UU031UU Sc_Scan->B_cdistdf_16_Sub cond_transposed0 cond_transposed0 cond_Sqrt Sqrt (cond_Sqrt) cond_transposed0->cond_Sqrt cond_Transpose->cond_transposed0 cond_Y0 cond_Y0 cond_Y0->cond_Less arange_Shape Shape (arange_Shape) cond_Y0->arange_Shape cond_Sqrt->cond_Y0 cond_C0 cond_C0 nnbin_Cast Cast (nnbin_Cast) to=11 cond_C0->nnbin_Cast nnind_Where Where (nnind_Where) cond_C0->nnind_Where cond_Less->cond_C0 arange_shape0 arange_shape0 arange_ConstantOfShape ConstantOfShape (arange_ConstantOfShape) value=[-1.] arange_shape0->arange_ConstantOfShape arange_Shape->arange_shape0 arange_output01 arange_output01 arange_Cast Cast (arange_Cast) to=7 arange_output01->arange_Cast arange_ConstantOfShape->arange_output01 nnbin_output0 nnbin_output0 nnbin_output0->norm_ReduceSum final_Mul Mul (final_Mul) nnbin_output0->final_Mul nnbin_Cast->nnbin_output0 norm_reduced0 norm_reduced0 normr_Reshape Reshape (normr_Reshape) allowzero=0 norm_reduced0->normr_Reshape norm_ReduceSum->norm_reduced0 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 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 arange_C0 arange_C0 arange_C0->nnind_Where arange_Add->arange_C0 nnind_output0 nnind_output0 knny_Flatten Flatten (knny_Flatten) nnind_output0->knny_Flatten nnind_Where->nnind_output0 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 final_Cast Cast (final_Cast) to=11 knny_reshaped0->final_Cast knny_Reshape->knny_reshaped0 final_output0 final_output0 final_output0->final_Mul final_Cast->final_output0 final_C0 final_C0 final_C0->final_ReduceSum final_Mul->final_C0 final_reduced0 final_reduced0 normr_Shape Shape (normr_Shape) final_reduced0->normr_Shape Di_Div Div (Di_Div) final_reduced0->Di_Div final_ReduceSum->final_reduced0 normr_shape0 normr_shape0 normr_shape0->normr_Reshape normr_Shape->normr_shape0 normr_reshaped0 normr_reshaped0 normr_reshaped0->Di_Div normr_Reshape->normr_reshaped0 Di_C0 Di_C0 Di_C0->Re_Reshape Di_Div->Di_C0 Re_Reshape->variable

previous

RadiusNeighborsRegressor - m-reg - weights_k3 - cdist

next

RadiusNeighborsRegressor - ~b-reg-64 - default_k3 - cdist