.. _l-PowerTransformer-num-tr-pos-box-cox--o17: PowerTransformer - num-tr-pos - box-cox - ========================================== Fitted on a problem type *num-tr-pos* (see :func:`find_suitable_problem `), method `transform` matches output . :: PowerTransformer(method='box-cox') +----------------------+----------+ | index | 0 | +======================+==========+ | skl_nop | 1 | +----------------------+----------+ | onx_size | 981 | +----------------------+----------+ | onx_nnodes | 11 | +----------------------+----------+ | onx_ninits | 3 | +----------------------+----------+ | 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_ | 17 | +----------------------+----------+ | onx_size_optim | 981 | +----------------------+----------+ | onx_nnodes_optim | 11 | +----------------------+----------+ | onx_ninits_optim | 3 | +----------------------+----------+ | fit_lambdas_.shape | 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]; variable [shape=box color=green label="variable\nfloat((0, 4))" fontsize=10]; pref_Powcst [shape=box label="pref_Powcst\nfloat32((4,))\n[0.05830866 0.7694006 1.0492013 0.69704276]" fontsize=10]; pref_Mulcst [shape=box label="pref_Mulcst\nfloat32((4,))\n[1. 1. 1. 1.]" fontsize=10]; pref_Mulcst1 [shape=box label="pref_Mulcst1\nfloat32((4,))\n[0. 0. 0. 0.]" fontsize=10]; pref_output0 [shape=box label="pref_output0" fontsize=10]; pref_Log [shape=box style="filled,rounded" color=orange label="Log\n(pref_Log)" fontsize=10]; X -> pref_Log; pref_Log -> pref_output0; pref_Z0 [shape=box label="pref_Z0" fontsize=10]; pref_Pow [shape=box style="filled,rounded" color=orange label="Pow\n(pref_Pow)" fontsize=10]; X -> pref_Pow; pref_Powcst -> pref_Pow; pref_Pow -> pref_Z0; pref_C04 [shape=box label="pref_C04" fontsize=10]; pref_Div [shape=box style="filled,rounded" color=orange label="Div\n(pref_Div)" fontsize=10]; X -> pref_Div; X -> pref_Div; pref_Div -> pref_C04; pref_Y02 [shape=box label="pref_Y02" fontsize=10]; pref_Imputer1 [shape=box style="filled,rounded" color=orange label="Imputer\n(pref_Imputer1)\nimputed_value_floats=[0.]\nreplaced_value_float=nan" fontsize=10]; pref_output0 -> pref_Imputer1; pref_Imputer1 -> pref_Y02; pref_C03 [shape=box label="pref_C03" fontsize=10]; pref_Sub [shape=box style="filled,rounded" color=orange label="Sub\n(pref_Sub)" fontsize=10]; pref_Z0 -> pref_Sub; pref_C04 -> pref_Sub; pref_Sub -> pref_C03; pref_C02 [shape=box label="pref_C02" fontsize=10]; pref_Div1 [shape=box style="filled,rounded" color=orange label="Div\n(pref_Div1)" fontsize=10]; pref_C03 -> pref_Div1; pref_Powcst -> pref_Div1; pref_Div1 -> pref_C02; pref_C05 [shape=box label="pref_C05" fontsize=10]; pref_Mul1 [shape=box style="filled,rounded" color=orange label="Mul\n(pref_Mul1)" fontsize=10]; pref_Y02 -> pref_Mul1; pref_Mulcst1 -> pref_Mul1; pref_Mul1 -> pref_C05; pref_Y0 [shape=box label="pref_Y0" fontsize=10]; pref_Imputer [shape=box style="filled,rounded" color=orange label="Imputer\n(pref_Imputer)\nimputed_value_floats=[0.]\nreplaced_value_float=inf" fontsize=10]; pref_C02 -> pref_Imputer; pref_Imputer -> pref_Y0; pref_C01 [shape=box label="pref_C01" fontsize=10]; pref_Mul [shape=box style="filled,rounded" color=orange label="Mul\n(pref_Mul)" fontsize=10]; pref_Y0 -> pref_Mul; pref_Mulcst -> pref_Mul; pref_Mul -> pref_C01; pref_C0 [shape=box label="pref_C0" fontsize=10]; pref_Add [shape=box style="filled,rounded" color=orange label="Add\n(pref_Add)" fontsize=10]; pref_C01 -> pref_Add; pref_C05 -> pref_Add; pref_Add -> pref_C0; Sc_Scaler [shape=box style="filled,rounded" color=orange label="Scaler\n(Sc_Scaler)\noffset=[1.8520246 1.7167706 2...\nscale=[6.3414598 2.4379492 0.53..." fontsize=10]; pref_C0 -> Sc_Scaler; Sc_Scaler -> variable; }