From 82b378f8eff34d7b19b8c39e28d0806564ecad05 Mon Sep 17 00:00:00 2001 From: joostneuj <91886694+joostneuj@users.noreply.github.com> Date: Fri, 16 Jun 2023 18:15:58 +0200 Subject: [PATCH] #143 delete file --- notebooks/model_json.json | 216 -------------------------------------- 1 file changed, 216 deletions(-) delete mode 100644 notebooks/model_json.json diff --git a/notebooks/model_json.json b/notebooks/model_json.json deleted file mode 100644 index fd80281..0000000 --- a/notebooks/model_json.json +++ /dev/null @@ -1,216 +0,0 @@ -{ - "metadata": { - "timestamp": "16/06/2023 18:00:26" - }, - "categorical_data_processor": { - "category_size_threshold": 5, - "forced_categories": {}, - "keep_missing": true, - "model_type": "classification", - "p_value_threshold": 0.001, - "regroup": true, - "regroup_name": "Other", - "scale_contingency_table": true, - "_cleaned_categories_by_column": { - "CategoryVar1": [], - "CategoryVar2": [], - "CategoryVar3": [] - } - }, - "discretizer": { - "auto_adapt_bins": false, - "change_endpoint_format": false, - "closed": "right", - "label_format": "{} - {}", - "n_bins": 10, - "starting_precision": 0, - "strategy": "quantile", - "_bins_by_column": { - "cont_var2": [ - [ - 0.0, - 1.0 - ], - [ - 1.0, - 2.0 - ], - [ - 2.0, - 3.0 - ], - [ - 3.0, - 4.0 - ], - [ - 4.0, - 5.0 - ], - [ - 5.0, - 6.0 - ], - [ - 6.0, - 7.0 - ], - [ - 7.0, - 8.0 - ], - [ - 8.0, - 9.0 - ], - [ - 9.0, - 10.0 - ] - ], - "cont_var3": [ - [ - 0.0, - 0.1 - ], - [ - 0.1, - 0.2 - ], - [ - 0.2, - 0.4 - ], - [ - 0.4, - 0.5 - ], - [ - 0.5, - 0.7 - ], - [ - 0.7, - 0.9 - ], - [ - 0.9, - 1.3 - ], - [ - 1.3, - 1.7 - ], - [ - 1.7, - 2.4 - ], - [ - 2.4, - 7.6 - ] - ], - "cont_var1": [ - [ - -4.0, - -1.3 - ], - [ - -1.3, - -0.8 - ], - [ - -0.8, - -0.5 - ], - [ - -0.5, - -0.2 - ], - [ - -0.2, - 0.0 - ], - [ - 0.0, - 0.2 - ], - [ - 0.2, - 0.5 - ], - [ - 0.5, - 0.8 - ], - [ - 0.8, - 1.2 - ], - [ - 1.2, - 3.7 - ] - ] - } - }, - "target_encoder": { - "imputation_strategy": "mean", - "weight": 0.0, - "_mapping": { - "CategoryVar1_processed": { - "Category A": 0.49159663865546216, - "Category B": 0.4733668341708543, - "Category C": 0.5042735042735043 - }, - "CategoryVar2_processed": { - "Category A": 0.48643410852713176, - "Category B": 0.49588477366255146, - "Category C": 0.4879518072289157 - }, - "CategoryVar3_processed": { - "Category A": 0.5148717948717949, - "Category B": 0.491, - "Category C": 0.4653658536585366 - }, - "cont_var2_bin": { - "0.0 - 1.0": 0.47540983606557374, - "1.0 - 2.0": 0.46855345911949686, - "2.0 - 3.0": 0.45569620253164556, - "3.0 - 4.0": 0.5133333333333333, - "4.0 - 5.0": 0.4673913043478261, - "5.0 - 6.0": 0.5307443365695793, - "6.0 - 7.0": 0.5232974910394266, - "7.0 - 8.0": 0.4902597402597403, - "8.0 - 9.0": 0.5033333333333333, - "9.0 - 10.0": 0.4740484429065744 - }, - "cont_var3_bin": { - "0.0 - 0.1": 0.49429657794676807, - "0.1 - 0.2": 0.5040650406504065, - "0.2 - 0.4": 0.4897025171624714, - "0.4 - 0.5": 0.5, - "0.5 - 0.7": 0.5243553008595988, - "0.7 - 0.9": 0.4703703703703704, - "0.9 - 1.3": 0.47146401985111663, - "1.3 - 1.7": 0.4868913857677903, - "1.7 - 2.4": 0.43416370106761565, - "2.4 - 7.6": 0.5258064516129032 - }, - "cont_var1_bin": { - "-4.0 - -1.3": 0.5622895622895623, - "-1.3 - -0.8": 0.5233644859813084, - "-0.8 - -0.5": 0.4358974358974359, - "-0.5 - -0.2": 0.43322475570032576, - "-0.2 - 0.0": 0.5219123505976095, - "0.0 - 0.2": 0.4763779527559055, - "0.2 - 0.5": 0.49299719887955185, - "0.5 - 0.8": 0.5054545454545455, - "0.8 - 1.2": 0.4539249146757679, - "1.2 - 3.7": 0.4984984984984985 - } - }, - "_global_mean": 0.49 - }, - "_is_fitted": true -} \ No newline at end of file