.. _l-PolynomialFeatures-num-tr-default--o17: PolynomialFeatures - num-tr - default - ======================================== Fitted on a problem type *num-tr* (see :func:`find_suitable_problem `), method `transform` matches output . :: PolynomialFeatures() +----------------------+----------+ | index | 0 | +======================+==========+ | skl_nop | 1 | +----------------------+----------+ | onx_size | 2492 | +----------------------+----------+ | onx_nnodes | 31 | +----------------------+----------+ | onx_ninits | 14 | +----------------------+----------+ | 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_ai.onnx.ml | 1 | +----------------------+----------+ | onx_ | 15 | +----------------------+----------+ | onx_size_optim | 2492 | +----------------------+----------+ | onx_nnodes_optim | 31 | +----------------------+----------+ | onx_ninits_optim | 14 | +----------------------+----------+ .. gdot:: digraph{ size=7; 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X -> ArrayFeatureExtractor6; comb6 -> ArrayFeatureExtractor6; ArrayFeatureExtractor6 -> col6; col5 [shape=box label="col5" fontsize=10]; ArrayFeatureExtractor5 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor5)" fontsize=10]; X -> ArrayFeatureExtractor5; comb5 -> ArrayFeatureExtractor5; ArrayFeatureExtractor5 -> col5; col10 [shape=box label="col10" fontsize=10]; ArrayFeatureExtractor10 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor10)" fontsize=10]; X -> ArrayFeatureExtractor10; comb10 -> ArrayFeatureExtractor10; ArrayFeatureExtractor10 -> col10; col9 [shape=box label="col9" fontsize=10]; ArrayFeatureExtractor9 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor9)" fontsize=10]; X -> ArrayFeatureExtractor9; comb9 -> ArrayFeatureExtractor9; ArrayFeatureExtractor9 -> col9; col12 [shape=box label="col12" fontsize=10]; ArrayFeatureExtractor12 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor12)" fontsize=10]; X -> ArrayFeatureExtractor12; comb12 -> ArrayFeatureExtractor12; ArrayFeatureExtractor12 -> col12; col11 [shape=box label="col11" fontsize=10]; ArrayFeatureExtractor11 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor11)" fontsize=10]; X -> ArrayFeatureExtractor11; comb11 -> ArrayFeatureExtractor11; ArrayFeatureExtractor11 -> col11; col8 [shape=box label="col8" fontsize=10]; ArrayFeatureExtractor8 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor8)" fontsize=10]; X -> ArrayFeatureExtractor8; comb8 -> ArrayFeatureExtractor8; ArrayFeatureExtractor8 -> col8; col3 [shape=box label="col3" fontsize=10]; ArrayFeatureExtractor3 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor3)" fontsize=10]; X -> ArrayFeatureExtractor3; comb3 -> ArrayFeatureExtractor3; ArrayFeatureExtractor3 -> col3; col2 [shape=box label="col2" fontsize=10]; ArrayFeatureExtractor2 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor2)" fontsize=10]; X -> ArrayFeatureExtractor2; comb2 -> ArrayFeatureExtractor2; ArrayFeatureExtractor2 -> col2; col1 [shape=box label="col1" fontsize=10]; ArrayFeatureExtractor1 [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor1)" fontsize=10]; X -> ArrayFeatureExtractor1; comb1 -> ArrayFeatureExtractor1; ArrayFeatureExtractor1 -> col1; col [shape=box label="col" fontsize=10]; ArrayFeatureExtractor [shape=box style="filled,rounded" color=orange label="ArrayFeatureExtractor\n(ArrayFeatureExtractor)" fontsize=10]; X -> ArrayFeatureExtractor; comb -> ArrayFeatureExtractor; ArrayFeatureExtractor -> col; prod12 [shape=box label="prod12" fontsize=10]; ReduceProd12 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd12)\naxes=[1]" fontsize=10]; col12 -> ReduceProd12; ReduceProd12 -> prod12; prod7 [shape=box label="prod7" fontsize=10]; ReduceProd7 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd7)\naxes=[1]" fontsize=10]; col7 -> ReduceProd7; ReduceProd7 -> prod7; prod5 [shape=box label="prod5" fontsize=10]; ReduceProd5 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd5)\naxes=[1]" fontsize=10]; col5 -> ReduceProd5; ReduceProd5 -> prod5; prod4 [shape=box label="prod4" fontsize=10]; ReduceProd4 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd4)\naxes=[1]" fontsize=10]; col4 -> ReduceProd4; ReduceProd4 -> prod4; prod6 [shape=box label="prod6" fontsize=10]; ReduceProd6 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd6)\naxes=[1]" fontsize=10]; col6 -> ReduceProd6; ReduceProd6 -> prod6; prod8 [shape=box label="prod8" fontsize=10]; ReduceProd8 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd8)\naxes=[1]" fontsize=10]; col8 -> ReduceProd8; ReduceProd8 -> prod8; prod10 [shape=box label="prod10" fontsize=10]; ReduceProd10 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd10)\naxes=[1]" fontsize=10]; col10 -> ReduceProd10; ReduceProd10 -> prod10; prod9 [shape=box label="prod9" fontsize=10]; ReduceProd9 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd9)\naxes=[1]" fontsize=10]; col9 -> ReduceProd9; ReduceProd9 -> prod9; prod11 [shape=box label="prod11" fontsize=10]; ReduceProd11 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd11)\naxes=[1]" fontsize=10]; col11 -> ReduceProd11; ReduceProd11 -> prod11; prod3 [shape=box label="prod3" fontsize=10]; ReduceProd3 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd3)\naxes=[1]" fontsize=10]; col3 -> ReduceProd3; ReduceProd3 -> prod3; prod13 [shape=box label="prod13" fontsize=10]; ReduceProd13 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd13)\naxes=[1]" fontsize=10]; col13 -> ReduceProd13; ReduceProd13 -> prod13; prod1 [shape=box label="prod1" fontsize=10]; ReduceProd1 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd1)\naxes=[1]" fontsize=10]; col1 -> ReduceProd1; ReduceProd1 -> prod1; prod2 [shape=box label="prod2" fontsize=10]; ReduceProd2 [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd2)\naxes=[1]" fontsize=10]; col2 -> ReduceProd2; ReduceProd2 -> prod2; prod [shape=box label="prod" fontsize=10]; ReduceProd [shape=box style="filled,rounded" color=orange label="ReduceProd\n(ReduceProd)\naxes=[1]" fontsize=10]; col -> ReduceProd; ReduceProd -> prod; shape [shape=box label="shape" fontsize=10]; N28 [shape=box style="filled,rounded" color=orange label="Shape\n(N28)" fontsize=10]; prod13 -> N28; N28 -> shape; unit [shape=box label="unit" fontsize=10]; N29 [shape=box style="filled,rounded" color=orange label="ConstantOfShape\n(N29)\nvalue=[1.]" fontsize=10]; shape -> N29; N29 -> unit; Concat [shape=box style="filled,rounded" color=orange label="Concat\n(Concat)\naxis=1" fontsize=10]; unit -> Concat; prod -> Concat; prod1 -> Concat; prod2 -> Concat; prod3 -> Concat; prod4 -> Concat; prod5 -> Concat; prod6 -> Concat; prod7 -> Concat; prod8 -> Concat; prod9 -> Concat; prod10 -> Concat; prod11 -> Concat; prod12 -> Concat; prod13 -> Concat; Concat -> variable; }