.. _l-RadiusNeighborsClassifier-~m-cl-nop-default_k3-optim:cdist,zipmap:False-o17: RadiusNeighborsClassifier - ~m-cl-nop - default_k3 - {'optim': 'cdist', 'zipmap': False} ======================================================================================== Fitted on a problem type *~m-cl-nop* (see :func:`find_suitable_problem `), method `predict` matches output . Model was converted with additional parameter: ``={'optim': 'cdist', 'zipmap': False}``. :: RadiusNeighborsClassifier(algorithm='brute', n_jobs=8) +----------------------+----------+ | index | 0 | +======================+==========+ | skl_nop | 1 | +----------------------+----------+ | onx_size | 4808 | +----------------------+----------+ | onx_nnodes | 32 | +----------------------+----------+ | onx_ninits | 9 | +----------------------+----------+ | onx_doc_string | | +----------------------+----------+ | onx_ir_version | 8 | +----------------------+----------+ | onx_domain | ai.onnx | +----------------------+----------+ | onx_model_version | 0 | +----------------------+----------+ | onx_producer_name | skl2onnx | +----------------------+----------+ | onx_producer_version | 1.13.1 | +----------------------+----------+ | onx_ | 17 | +----------------------+----------+ | onx_ai.onnx.ml | 1 | +----------------------+----------+ | onx_com.microsoft | 1 | +----------------------+----------+ | onx_op_Cast | 6 | +----------------------+----------+ | onx_op_Reshape | 2 | +----------------------+----------+ | onx_size_optim | 4808 | +----------------------+----------+ | onx_nnodes_optim | 32 | +----------------------+----------+ | onx_ninits_optim | 9 | +----------------------+----------+ | fit_classes_.shape | 3 | +----------------------+----------+ | fit__fit_X.shape | (112, 4) | +----------------------+----------+ .. gdot:: digraph{ size=7; ranksep=0.25; nodesep=0.05; orientation=portrait; X [shape=box color=red label="X\nfloat((0, 4))" fontsize=10]; label [shape=box color=green label="label\nint64((0,))" fontsize=10]; probabilities [shape=box color=green label="probabilities\nfloat((0, 3))" fontsize=10]; blab_ArrayFeatureExtractorcst [shape=box label="blab_ArrayFeatureExtractorcst\nint64((3,))\n[0 1 2]" fontsize=10]; knny_ArrayFeatureExtractorcst [shape=box label="knny_ArrayFeatureExtractorcst\nint64((112,))\n[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..." fontsize=10]; cond_CDistcst [shape=box label="cond_CDistcst\nfloat32((112, 4))\n[[ 4.3017502e+00 3.9453187e+00 9.2195314e-01 1...." fontsize=10]; cond_Lesscst [shape=box label="cond_Lesscst\nfloat32((1,))\n[1.]" fontsize=10]; arange_CumSumcst [shape=box label="arange_CumSumcst\nint64((1,))\n[1]" fontsize=10]; knny_Reshapecst [shape=box label="knny_Reshapecst\nint64((2,))\n[ -1 112]" fontsize=10]; bprob_Equalcst [shape=box label="bprob_Equalcst\nint64((1,))\n[0]" fontsize=10]; bprob_Equalcst2 [shape=box label="bprob_Equalcst2\nint64((1,))\n[2]" fontsize=10]; blab_Reshapecst [shape=box label="blab_Reshapecst\nint64((1,))\n[-1]" fontsize=10]; cond_dist [shape=box label="cond_dist" fontsize=10]; cond_CDist [shape=box style="filled,rounded" color=orange label="CDist\n(cond_CDist)\nmetric=b'euclidean'" fontsize=10]; X -> cond_CDist; cond_CDistcst -> cond_CDist; cond_CDist -> cond_dist; arange_shape0 [shape=box label="arange_shape0" fontsize=10]; arange_Shape [shape=box style="filled,rounded" color=orange label="Shape\n(arange_Shape)" fontsize=10]; cond_dist -> arange_Shape; arange_Shape -> arange_shape0; cond_C0 [shape=box label="cond_C0" fontsize=10]; cond_Less [shape=box style="filled,rounded" color=orange label="Less\n(cond_Less)" fontsize=10]; cond_dist -> cond_Less; cond_Lesscst -> cond_Less; cond_Less -> cond_C0; nnbin_output0 [shape=box label="nnbin_output0" fontsize=10]; nnbin_Cast [shape=box style="filled,rounded" color=orange label="Cast\n(nnbin_Cast)\nto=1" fontsize=10]; cond_C0 -> nnbin_Cast; nnbin_Cast -> nnbin_output0; arange_output01 [shape=box label="arange_output01" fontsize=10]; arange_ConstantOfShape [shape=box style="filled,rounded" color=orange label="ConstantOfShape\n(arange_ConstantOfShape)\nvalue=[-1.]" fontsize=10]; arange_shape0 -> arange_ConstantOfShape; arange_ConstantOfShape -> arange_output01; arange_output0 [shape=box label="arange_output0" fontsize=10]; arange_Cast [shape=box style="filled,rounded" color=orange label="Cast\n(arange_Cast)\nto=7" fontsize=10]; arange_output01 -> arange_Cast; arange_Cast -> arange_output0; arange_y0 [shape=box label="arange_y0" fontsize=10]; arange_CumSum [shape=box style="filled,rounded" color=orange label="CumSum\n(arange_CumSum)" fontsize=10]; arange_output0 -> arange_CumSum; arange_CumSumcst -> arange_CumSum; arange_CumSum -> arange_y0; arange_Y0 [shape=box label="arange_Y0" fontsize=10]; arange_Neg [shape=box style="filled,rounded" color=orange label="Neg\n(arange_Neg)" fontsize=10]; arange_y0 -> arange_Neg; arange_Neg -> arange_Y0; arange_C0 [shape=box label="arange_C0" fontsize=10]; arange_Add [shape=box style="filled,rounded" color=orange label="Add\n(arange_Add)" fontsize=10]; arange_Y0 -> arange_Add; arange_output0 -> arange_Add; arange_Add -> arange_C0; nnind_output0 [shape=box label="nnind_output0" fontsize=10]; nnind_Where [shape=box style="filled,rounded" color=orange label="Where\n(nnind_Where)" fontsize=10]; cond_C0 -> nnind_Where; arange_C0 -> nnind_Where; arange_output0 -> nnind_Where; nnind_Where -> nnind_output0; knny_output0 [shape=box label="knny_output0" fontsize=10]; knny_Flatten [shape=box style="filled,rounded" color=orange label="Flatten\n(knny_Flatten)" fontsize=10]; nnind_output0 -> knny_Flatten; knny_Flatten -> knny_output0; knny_Z0 [shape=box label="knny_Z0" fontsize=10]; knny_ArrayFeatureExtractor [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(knny_ArrayFeatureExtractor)" fontsize=10]; knny_ArrayFeatureExtractorcst -> knny_ArrayFeatureExtractor; knny_output0 -> knny_ArrayFeatureExtractor; knny_ArrayFeatureExtractor -> knny_Z0; knny_reshaped0 [shape=box label="knny_reshaped0" fontsize=10]; knny_Reshape [shape=box style="filled,rounded" color=orange label="Reshape\n(knny_Reshape)\nallowzero=0" fontsize=10]; knny_Z0 -> knny_Reshape; knny_Reshapecst -> knny_Reshape; knny_Reshape -> knny_reshaped0; bprob_C06 [shape=box label="bprob_C06" fontsize=10]; bprob_Equal2 [shape=box style="filled,rounded" color=orange label="Equal\n(bprob_Equal2)" fontsize=10]; knny_reshaped0 -> bprob_Equal2; bprob_Equalcst2 -> bprob_Equal2; bprob_Equal2 -> bprob_C06; bprob_C01 [shape=box label="bprob_C01" fontsize=10]; bprob_Equal [shape=box style="filled,rounded" color=orange label="Equal\n(bprob_Equal)" fontsize=10]; knny_reshaped0 -> bprob_Equal; bprob_Equalcst -> bprob_Equal; bprob_Equal -> bprob_C01; bprob_C04 [shape=box label="bprob_C04" fontsize=10]; bprob_Equal1 [shape=box style="filled,rounded" color=orange label="Equal\n(bprob_Equal1)" fontsize=10]; knny_reshaped0 -> bprob_Equal1; arange_CumSumcst -> bprob_Equal1; bprob_Equal1 -> bprob_C04; bprob_output0 [shape=box label="bprob_output0" fontsize=10]; bprob_Cast [shape=box style="filled,rounded" color=orange label="Cast\n(bprob_Cast)\nto=1" fontsize=10]; bprob_C01 -> bprob_Cast; bprob_Cast -> bprob_output0; bprob_output02 [shape=box label="bprob_output02" fontsize=10]; bprob_Cast1 [shape=box style="filled,rounded" color=orange label="Cast\n(bprob_Cast1)\nto=1" fontsize=10]; bprob_C04 -> bprob_Cast1; bprob_Cast1 -> bprob_output02; bprob_output03 [shape=box label="bprob_output03" fontsize=10]; bprob_Cast2 [shape=box style="filled,rounded" color=orange label="Cast\n(bprob_Cast2)\nto=1" fontsize=10]; bprob_C06 -> bprob_Cast2; bprob_Cast2 -> bprob_output03; bprob_C03 [shape=box label="bprob_C03" fontsize=10]; bprob_Mul1 [shape=box style="filled,rounded" color=orange label="Mul\n(bprob_Mul1)" fontsize=10]; bprob_output02 -> bprob_Mul1; nnbin_output0 -> bprob_Mul1; bprob_Mul1 -> bprob_C03; bprob_C05 [shape=box label="bprob_C05" fontsize=10]; bprob_Mul2 [shape=box style="filled,rounded" color=orange label="Mul\n(bprob_Mul2)" fontsize=10]; bprob_output03 -> bprob_Mul2; nnbin_output0 -> bprob_Mul2; bprob_Mul2 -> bprob_C05; bprob_C0 [shape=box label="bprob_C0" fontsize=10]; bprob_Mul [shape=box style="filled,rounded" color=orange label="Mul\n(bprob_Mul)" fontsize=10]; bprob_output0 -> bprob_Mul; nnbin_output0 -> bprob_Mul; bprob_Mul -> bprob_C0; bprob_reduced02 [shape=box label="bprob_reduced02" fontsize=10]; bprob_ReduceSum2 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(bprob_ReduceSum2)\nkeepdims=1" fontsize=10]; bprob_C05 -> bprob_ReduceSum2; arange_CumSumcst -> bprob_ReduceSum2; bprob_ReduceSum2 -> bprob_reduced02; bprob_reduced01 [shape=box label="bprob_reduced01" fontsize=10]; bprob_ReduceSum1 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(bprob_ReduceSum1)\nkeepdims=1" fontsize=10]; bprob_C03 -> bprob_ReduceSum1; arange_CumSumcst -> bprob_ReduceSum1; bprob_ReduceSum1 -> bprob_reduced01; bprob_reduced0 [shape=box label="bprob_reduced0" fontsize=10]; bprob_ReduceSum [shape=box style="filled,rounded" color=orange label="ReduceSum\n(bprob_ReduceSum)\nkeepdims=1" fontsize=10]; bprob_C0 -> bprob_ReduceSum; arange_CumSumcst -> bprob_ReduceSum; bprob_ReduceSum -> bprob_reduced0; bprob_concat_result0 [shape=box label="bprob_concat_result0" fontsize=10]; bprob_Concat [shape=box style="filled,rounded" color=orange label="Concat\n(bprob_Concat)\naxis=1" fontsize=10]; bprob_reduced0 -> bprob_Concat; bprob_reduced01 -> bprob_Concat; bprob_reduced02 -> bprob_Concat; bprob_Concat -> bprob_concat_result0; blab_reduced0 [shape=box label="blab_reduced0" fontsize=10]; blab_ArgMax [shape=box style="filled,rounded" color=orange label="ArgMax\n(blab_ArgMax)\naxis=1\nkeepdims=0" fontsize=10]; bprob_concat_result0 -> blab_ArgMax; blab_ArgMax -> blab_reduced0; bprob_reduced04 [shape=box label="bprob_reduced04" fontsize=10]; bprob_ReduceSum3 [shape=box style="filled,rounded" color=orange label="ReduceSum\n(bprob_ReduceSum3)\nkeepdims=1" fontsize=10]; bprob_concat_result0 -> bprob_ReduceSum3; arange_CumSumcst -> bprob_ReduceSum3; bprob_ReduceSum3 -> bprob_reduced04; bprob_Div [shape=box style="filled,rounded" color=orange label="Div\n(bprob_Div)" fontsize=10]; bprob_concat_result0 -> bprob_Div; bprob_reduced04 -> bprob_Div; bprob_Div -> probabilities; blab_Z0 [shape=box label="blab_Z0" fontsize=10]; blab_ArrayFeatureExtractor [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(blab_ArrayFeatureExtractor)" fontsize=10]; blab_ArrayFeatureExtractorcst -> blab_ArrayFeatureExtractor; blab_reduced0 -> blab_ArrayFeatureExtractor; blab_ArrayFeatureExtractor -> blab_Z0; blab_output0 [shape=box label="blab_output0" fontsize=10]; blab_Cast [shape=box style="filled,rounded" color=orange label="Cast\n(blab_Cast)\nto=7" fontsize=10]; blab_Z0 -> blab_Cast; blab_Cast -> blab_output0; blab_Reshape [shape=box style="filled,rounded" color=orange label="Reshape\n(blab_Reshape)\nallowzero=0" fontsize=10]; blab_output0 -> blab_Reshape; blab_Reshapecst -> blab_Reshape; blab_Reshape -> label; }