From 8b53a60a4dd1b5a4b3bb7b675d8eef8497ed105d Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Tue, 27 Jun 2023 06:37:01 +0200 Subject: [PATCH 01/10] Add inbuilt categorical support --- bluecast/blueprints/cast.py | 40 ++++++++++++++++++++--- bluecast/config/training_config.py | 1 + bluecast/ml_modelling/xgboost.py | 51 +++++++++++++++++++++++++----- bluecast/tests/test_cast.py | 1 - pyproject.toml | 2 +- 5 files changed, 80 insertions(+), 15 deletions(-) diff --git a/bluecast/blueprints/cast.py b/bluecast/blueprints/cast.py index cd429f74..5c9955b1 100644 --- a/bluecast/blueprints/cast.py +++ b/bluecast/blueprints/cast.py @@ -135,9 +135,19 @@ def initial_checks(self, df: pd.DataFrame) -> None: the dataset while feature selection is enabled. Consider reducing the minimum number of features to select or disabling feature selection via TrainingConfig.""" warnings.warn(message, UserWarning, stacklevel=2) - if self.target_column in df.columns: - message = """The target column is present in the dataset. Consider removing the target column from the - dataset to prevent leakage.""" + if ( + self.conf_training.cat_encoding_via_ml_algorithm + and self.conf_training.calculate_shap_values + ): + self.conf_training.calculate_shap_values = False + message = """SHAP values cannot be calculated when categorical encoding via ML algorithm is enabled due to + incompatibility with the shap library. See this GitHub issue for more context: + https://github.com/slundberg/shap/issues/266 + + Calculation of Shap values has been changed to false. + Consider disabling categorical encoding via ML algorithm in the TrainingConfig if shap values are + required. Alternatively use Xgboost as a custom model and calculate shap values manually via + pred_contribs=True.""" warnings.warn(message, UserWarning, stacklevel=2) def fit(self, df: pd.DataFrame, target_col: str) -> None: @@ -198,14 +208,25 @@ def fit(self, df: pd.DataFrame, target_col: str) -> None: self.schema_detector.fit(x_train) x_test = self.schema_detector.transform(x_test) - if self.cat_columns is not None and self.class_problem == "binary": + if ( + self.cat_columns is not None + and self.class_problem == "binary" + and not self.conf_training.cat_encoding_via_ml_algorithm + ): self.cat_encoder = BinaryClassTargetEncoder(feat_type_detector.cat_columns) x_train = self.cat_encoder.fit_target_encode_binary_class(x_train, y_train) x_test = self.cat_encoder.transform_target_encode_binary_class(x_test) - elif self.cat_columns is not None and self.class_problem == "multiclass": + elif ( + self.cat_columns is not None + and self.class_problem == "multiclass" + and not self.conf_training.cat_encoding_via_ml_algorithm + ): self.cat_encoder = MultiClassTargetEncoder(feat_type_detector.cat_columns) x_train = self.cat_encoder.fit_target_encode_multiclass(x_train, y_train) x_test = self.cat_encoder.transform_target_encode_multiclass(x_test) + elif self.conf_training.cat_encoding_via_ml_algorithm: + x_train[self.cat_columns] = x_train[self.cat_columns].astype("category") + x_test[self.cat_columns] = x_test[self.cat_columns].astype("category") if self.custom_last_mile_computation: x_train, y_train = self.custom_last_mile_computation.fit_transform( @@ -290,6 +311,7 @@ def transform_new_data(self, df: pd.DataFrame) -> pd.DataFrame: and self.cat_encoder and self.class_problem == "binary" and isinstance(self.cat_encoder, BinaryClassTargetEncoder) + and not self.conf_training.cat_encoding_via_ml_algorithm ): df = self.cat_encoder.transform_target_encode_binary_class(df) elif ( @@ -297,8 +319,11 @@ def transform_new_data(self, df: pd.DataFrame) -> pd.DataFrame: and self.cat_encoder and self.class_problem == "multiclass" and isinstance(self.cat_encoder, MultiClassTargetEncoder) + and not self.conf_training.cat_encoding_via_ml_algorithm ): df = self.cat_encoder.transform_target_encode_multiclass(df) + elif self.conf_training.cat_encoding_via_ml_algorithm: + df[self.cat_columns] = df[self.cat_columns].astype("category") if self.custom_last_mile_computation: df, _ = self.custom_last_mile_computation.transform(df, predicton_mode=True) @@ -320,6 +345,9 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: if not self.feat_type_detector: raise Exception("Feature type converter could not be found.") + if not self.conf_params_xgboost or not self.conf_training: + raise ValueError("conf_params_xgboost or conf_training is None") + check_gpu_support() df = self.transform_new_data(df) @@ -335,5 +363,7 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: y_classes = self.target_label_encoder.label_encoder_reverse_transform( pd.Series(y_classes) ) + elif self.conf_training.cat_encoding_via_ml_algorithm: + df[self.cat_columns] = df[self.cat_columns].astype("category") return y_probs, y_classes diff --git a/bluecast/config/training_config.py b/bluecast/config/training_config.py index 762b1938..09a425fc 100644 --- a/bluecast/config/training_config.py +++ b/bluecast/config/training_config.py @@ -31,6 +31,7 @@ class TrainingConfig: train_split_stratify: bool = True use_full_data_for_final_model: bool = True min_features_to_select: int = 5 + cat_encoding_via_ml_algorithm: bool = True @dataclass diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index e31bd640..c1aad2bb 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -98,11 +98,24 @@ def fit( if self.conf_params_xgboost.sample_weight: classes_weights = self.calculate_class_weights(y_train) - d_train = xgb.DMatrix(x_train, label=y_train, weight=classes_weights) + d_train = xgb.DMatrix( + x_train, + label=y_train, + weight=classes_weights, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) else: - d_train = xgb.DMatrix(x_train, label=y_train) + d_train = xgb.DMatrix( + x_train, + label=y_train, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) - d_test = xgb.DMatrix(x_test, label=y_test) + d_test = xgb.DMatrix( + x_test, + label=y_test, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) eval_set = [(d_train, "train"), (d_test, "test")] if self.conf_training.hypertuning_cv_folds == 1: @@ -135,7 +148,14 @@ def autotune( An alternative config can be provided to overwrite the hyperparameter search space. """ logger(f"{datetime.utcnow()}: Start hyperparameter tuning of Xgboost model.") - d_test = xgb.DMatrix(x_test, label=y_test) + if not self.conf_params_xgboost or not self.conf_training: + raise ValueError("conf_params_xgboost or conf_training is None") + + d_test = xgb.DMatrix( + x_test, + label=y_test, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) train_on = check_gpu_support() self.check_load_confs() @@ -210,9 +230,18 @@ def objective(trial): sample_weight = trial.suggest_categorical("sample_weight", [True, False]) if sample_weight: classes_weights = self.calculate_class_weights(y_train) - d_train = xgb.DMatrix(x_train, label=y_train, weight=classes_weights) + d_train = xgb.DMatrix( + x_train, + label=y_train, + weight=classes_weights, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) else: - d_train = xgb.DMatrix(x_train, label=y_train) + d_train = xgb.DMatrix( + x_train, + label=y_train, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) pruning_callback = optuna.integration.XGBoostPruningCallback( trial, "test-mlogloss" @@ -303,8 +332,14 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: logger( f"{datetime.utcnow()}: Start predicting on new data using Xgboost model." ) - print("++++++++++++++++++++++++++++") - d_test = xgb.DMatrix(df) + if not self.conf_params_xgboost or not self.conf_training: + raise ValueError("conf_params_xgboost or conf_training is None") + + d_test = xgb.DMatrix( + df, + enable_categorical=self.conf_training.cat_encoding_via_ml_algorithm, + ) + if not self.model: raise Exception("No trained model has been found.") diff --git a/bluecast/tests/test_cast.py b/bluecast/tests/test_cast.py index cdf10e87..386d2620 100644 --- a/bluecast/tests/test_cast.py +++ b/bluecast/tests/test_cast.py @@ -42,7 +42,6 @@ def test_blueprint_xgboost(synthetic_train_test_data): # add custom last mile computation class MyCustomLastMilePreprocessing(CustomPreprocessing): def custom_function(self, df: pd.DataFrame) -> pd.DataFrame: - df = df / 2 df["custom_col"] = 5 return df diff --git a/pyproject.toml b/pyproject.toml index fd9ff9a7..75fe3d2c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "bluecast" -version = "0.5" +version = "0.6" description = "A lightweight and fast automl framework" authors = ["Thomas Meißner "] license = "GPL-3.0-only" From 1389567c9766145b16fc92aa68cf718bef07cef4 Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Tue, 27 Jun 2023 07:03:00 +0200 Subject: [PATCH 02/10] Update readme --- README.md | 11 +++++++++++ bluecast/blueprints/cast.py | 13 +++++++++++++ dist/bluecast-0.5.tar.gz | Bin 79663 -> 0 bytes ...-any.whl => bluecast-0.6-py3-none-any.whl} | Bin 39778 -> 40155 bytes dist/bluecast-0.6.tar.gz | Bin 0 -> 80454 bytes docs/source/index.md | 11 +++++++++++ 6 files changed, 35 insertions(+) delete mode 100644 dist/bluecast-0.5.tar.gz rename dist/{bluecast-0.5-py3-none-any.whl => bluecast-0.6-py3-none-any.whl} (57%) create mode 100644 dist/bluecast-0.6.tar.gz diff --git a/README.md b/README.md index 536f8e05..1e728f18 100644 --- a/README.md +++ b/README.md @@ -32,6 +32,7 @@ the full documentation [here](https://bluecast.readthedocs.io/en/latest/). * [General usage](#general-usage) * [Basic usage](#basic-usage) * [Advanced usage](#advanced-usage) + * [Categorical encoding](#categorical-encoding) * [Custom training configuration](#custom--training-configuration) * [Custom preprocessing](#custom-preprocessing) * [Custom feature selection](#custom-feature-selection) @@ -88,6 +89,16 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Categorical encoding + +By default, BlueCast uses the Xgboost's inbuilt category encoding. +This behaviour can be changed in the TrainingConfig by setting `cat_encoding_via_ml_algorithm` +to False. This will change the expectations of `custom_last_mile_computation` though. +If `cat_encoding_via_ml_algorithm` is set to False, `custom_last_mile_computation` +will receive numerical features only as target encoding will apply before. If `cat_encoding_via_ml_algorithm` +is True (default setting) `custom_last_mile_computation` will receive categorical +features as well. + #### Custom training configuration Despite e2eml, BlueCast allows easy customization. Users can adjust the diff --git a/bluecast/blueprints/cast.py b/bluecast/blueprints/cast.py index 5c9955b1..b415fffa 100644 --- a/bluecast/blueprints/cast.py +++ b/bluecast/blueprints/cast.py @@ -149,6 +149,19 @@ def initial_checks(self, df: pd.DataFrame) -> None: required. Alternatively use Xgboost as a custom model and calculate shap values manually via pred_contribs=True.""" warnings.warn(message, UserWarning, stacklevel=2) + if self.conf_training.cat_encoding_via_ml_algorithm and self.ml_model: + message = """Categorical encoding via ML algorithm is enabled. Make sure to handle categorical features + within the provided ml model or consider disabling categorical encoding via ML algorithm in the + TrainingConfig alternatively.""" + warnings.warn(message, UserWarning, stacklevel=2) + if ( + self.conf_training.cat_encoding_via_ml_algorithm + and self.custom_last_mile_computation + ): + message = """Categorical encoding via ML algorithm is enabled. Make sure to handle categorical features + within the provided last mile computation or consider disabling categorical encoding via ML algorithm in the + TrainingConfig alternatively.""" + warnings.warn(message, UserWarning, stacklevel=2) def fit(self, df: pd.DataFrame, target_col: str) -> None: """Train a full ML pipeline.""" diff --git a/dist/bluecast-0.5.tar.gz b/dist/bluecast-0.5.tar.gz deleted file mode 100644 index b2e07478e6c1282dfe8381990dddee19946eeede..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 79663 zcmV)MK)AmjiwFn+00002|6*))Wn*D;bS*G0H7;~vasceTS&$r8av+!)8F@vWC=^Z- zWU#=alAV>P%DRA3SF=GJBw9oP0zfsH5S5I|h^)#&Jg zWRp=OA|u{?`19xP&)r|?OzF(`uPgW8))ZAU5?{*SEc@&CJ3Bi+@4aLA+-!MnE+OAf z9Kc`Kv=jrXPkcN7%FA-oYBaUgxuvs9<#Xlv*|Vjy3uougElY{`@05!Z*8`liYZ^!8m8IOj1MH~x@I)tqtR~3 z4O8CK3~hZ|-Y}GwrKv@^ZfKg^uFJJe#n{k_velNA*0$Wy3==Z6*Da;dYP2?FMXo`8 z5~Q>?p%}AWx9%y128mT!G0k?Zp+I@E+OBn*TFX)_tgqhCHB+9pHZ^(bCeJZdph{Ft z(WOR9#yBTRzSpoe+g(dGG}AH~H7uhjH(E8lt703RXuZ*F@ER~X4T32_pU8U7ujhPhdk)dm*5-nAgm#6TL&BKG4<+mKC7*Ci;S0qv%~daa{0*z^t# zsKtlK#E^S1=)s;eOsU>AT2Q4%dDJ!x8P&L@)hrCb*sIW zx^m&&ch29CufKca`n8*vp!$nY?An#J%Qv8wOII(g-6}z?5GG&xRrru^zJ30kcd#ny z{JYTl8`wVi!nNz~-?;MD+qdMmuf22e5(K_^30ijk&37)bs-ROB-Z_8eYEiy;{_6R+ zE>W&)P|6Jnld;yxKYaTV24Q{Y;r|P_u3THgZd|ywcIyUw7NM6nZn;^1c;)7$qI~|w zm76#qmv3CVT9j}&A;&c;1oEw2Vx{0v%YhkzB>4UA%}Z{9^2JN%-+{7jVrJ~3leiQU z2H&8+($|9iU+AU(%Q5|bAoTxPkN#g?TAnK}o-LIZ=g!V9oQ>D{w~hY4aq0ZUtCvbm z^&sj0h55O~Iimj;mltQ3=gUa{FU&5)^#4KpotEDO2)FX<8M&hUUzqkU#$^9*AJ98Tck%`;BsGwVS8*EY{Ifwn&boIq#u%(|j(XeIOR#v4}q zj@DXz4``Fwg=@3tmJ5$vd;!~bfu)u2wT(M}w!W+$vlDXN?bk)TEQ~hT!Ax}A@wUl*TQ)kwRUf%$= zs`ZB6-e|9SrM-&Z7utH;SiQH|u(as5d+B|z?wHD^wXJI_^180n?(ES#oUd2Pvy@|o zGR&}5+<)LYX8jDMWEE~|wL8E_Amb%Bw>#S`4`jJ_?_LQ5W^|>sQED3-XH4YCYG*L8 z8lD}<5KPR5c^kMzYTRDK>?U+a`TWI&3m4}Lf%bUGs1B`#ZGzOSwu=GI^d|gvO|M=9 zC@SEBumH;3G1|zenP(i7%bW7XUEunlfK?sXT>y2j1Set1Uleo!n!(bZd4q~@a$=jV zZ(qM6^Add}(dYsDxQ+Qc+g{PZY3pov8qjIriCe7A@a?siD!A6Mx-Dgo;bn+tvpi~3a1)Eo= zi%(Gf-0ZWi|N0G6{-LJBYS{~JA?3_HmeP+FLM@pwf7AuO+qYDdJDSqz>bjx*s0*Ni z3$q|e=Vcv>xTldk00jYcm}gn(TJ4#p4v~P>0c7M`C?0_Sk*PPkwVGy{!1^;TU((7N zq{Te`EI-_A=$g#pETh3h7J$7qLvErps0oNfmlUIhqf@iGhGsIskF2*XELv^U>zV

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z%v=WsDdi>^dH6`Oy^^Z-=OVec|LER#2T;8~???SdPaZrufAr0_0O_q8*EY4OO>JsZ oo7&W-HnpiuZE91S+SH~twW&>QYEzrq)Fz$&1#Z`#SpYBx03O&1?*IS* literal 0 HcmV?d00001 diff --git a/docs/source/index.md b/docs/source/index.md index 536f8e05..1e728f18 100644 --- a/docs/source/index.md +++ b/docs/source/index.md @@ -32,6 +32,7 @@ the full documentation [here](https://bluecast.readthedocs.io/en/latest/). * [General usage](#general-usage) * [Basic usage](#basic-usage) * [Advanced usage](#advanced-usage) + * [Categorical encoding](#categorical-encoding) * [Custom training configuration](#custom--training-configuration) * [Custom preprocessing](#custom-preprocessing) * [Custom feature selection](#custom-feature-selection) @@ -88,6 +89,16 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Categorical encoding + +By default, BlueCast uses the Xgboost's inbuilt category encoding. +This behaviour can be changed in the TrainingConfig by setting `cat_encoding_via_ml_algorithm` +to False. This will change the expectations of `custom_last_mile_computation` though. +If `cat_encoding_via_ml_algorithm` is set to False, `custom_last_mile_computation` +will receive numerical features only as target encoding will apply before. If `cat_encoding_via_ml_algorithm` +is True (default setting) `custom_last_mile_computation` will receive categorical +features as well. + #### Custom training configuration Despite e2eml, BlueCast allows easy customization. Users can adjust the From ad2fd3a7c4ec25c1e266315a376fd8eeb046420b Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Tue, 27 Jun 2023 08:13:14 +0200 Subject: [PATCH 03/10] Update errors --- README.md | 3 ++- bluecast/blueprints/cast.py | 6 ++---- bluecast/ml_modelling/xgboost.py | 2 +- docs/source/index.md | 3 ++- 4 files changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 1e728f18..67204467 100644 --- a/README.md +++ b/README.md @@ -416,13 +416,14 @@ with the following features: * automatic feature type detection and casting * automatic DataFrame schema detection: checks if unseen data has new or missing columns -* categorical feature encoding +* categorical feature encoding (target encoding or directly in Xgboost) * datetime feature encoding * automated GPU availability check and usage for Xgboost a fit_eval method to fit a model and evaluate it on a validation set to mimic production environment reality * functions to save and load a trained pipeline * shapley values +* warnings for potential misconfigurations The fit_eval method can be used like this: diff --git a/bluecast/blueprints/cast.py b/bluecast/blueprints/cast.py index b415fffa..7b3fd826 100644 --- a/bluecast/blueprints/cast.py +++ b/bluecast/blueprints/cast.py @@ -358,8 +358,8 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: if not self.feat_type_detector: raise Exception("Feature type converter could not be found.") - if not self.conf_params_xgboost or not self.conf_training: - raise ValueError("conf_params_xgboost or conf_training is None") + if not self.conf_training: + raise ValueError("conf_training is None") check_gpu_support() df = self.transform_new_data(df) @@ -376,7 +376,5 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: y_classes = self.target_label_encoder.label_encoder_reverse_transform( pd.Series(y_classes) ) - elif self.conf_training.cat_encoding_via_ml_algorithm: - df[self.cat_columns] = df[self.cat_columns].astype("category") return y_probs, y_classes diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index c1aad2bb..12645c24 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -332,7 +332,7 @@ def predict(self, df: pd.DataFrame) -> Tuple[np.ndarray, np.ndarray]: logger( f"{datetime.utcnow()}: Start predicting on new data using Xgboost model." ) - if not self.conf_params_xgboost or not self.conf_training: + if not self.conf_xgboost or not self.conf_training: raise ValueError("conf_params_xgboost or conf_training is None") d_test = xgb.DMatrix( diff --git a/docs/source/index.md b/docs/source/index.md index 1e728f18..67204467 100644 --- a/docs/source/index.md +++ b/docs/source/index.md @@ -416,13 +416,14 @@ with the following features: * automatic feature type detection and casting * automatic DataFrame schema detection: checks if unseen data has new or missing columns -* categorical feature encoding +* categorical feature encoding (target encoding or directly in Xgboost) * datetime feature encoding * automated GPU availability check and usage for Xgboost a fit_eval method to fit a model and evaluate it on a validation set to mimic production environment reality * functions to save and load a trained pipeline * shapley values +* warnings for potential misconfigurations The fit_eval method can be used like this: From 6655e41b0b5f610612e13c8d7abc319a3534a296 Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Tue, 27 Jun 2023 08:13:28 +0200 Subject: [PATCH 04/10] Update errors --- dist/bluecast-0.6-py3-none-any.whl | Bin 40155 -> 40440 bytes dist/bluecast-0.6.tar.gz | Bin 80454 -> 81027 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/dist/bluecast-0.6-py3-none-any.whl b/dist/bluecast-0.6-py3-none-any.whl index e0e62afa9aace381bae788c1c7c1d2229354a44b..6688bdd8d929c36cfaae8a239ea2754c9f26cefd 100644 GIT binary patch delta 11799 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b69f257e704ca4dfcdbd2f7ae5e0cca58d8c29a0 Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Wed, 28 Jun 2023 13:19:48 +0200 Subject: [PATCH 05/10] Also test fit_eval --- bluecast/tests/test_cast.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/bluecast/tests/test_cast.py b/bluecast/tests/test_cast.py index 386d2620..71d76512 100644 --- a/bluecast/tests/test_cast.py +++ b/bluecast/tests/test_cast.py @@ -74,7 +74,12 @@ def transform( conf_xgboost=xgboost_param_config, custom_last_mile_computation=custom_last_mile_computation, ) - automl.fit(df_train, target_col="target") + automl.fit_eval( + df_train, + df_train.drop("target", axis=1), + df_train["target"], + target_col="target", + ) print("Autotuning successful.") y_probs, y_classes = automl.predict(df_val.drop("target", axis=1)) print("Predicting successful.") From 1f3fd85e122f6bbfda7782b36c2645f9979e18b8 Mon Sep 17 00:00:00 2001 From: thomasmeissner Date: Wed, 28 Jun 2023 22:20:10 +0200 Subject: [PATCH 06/10] Re-add early stopping --- bluecast/ml_modelling/xgboost.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index 12645c24..c770d599 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -131,6 +131,7 @@ def fit( self.conf_params_xgboost.params, d_train, num_boost_round=self.conf_params_xgboost.params["steps"], + early_stopping_rounds=self.conf_training.early_stopping_rounds, evals=eval_set, ) print("Finished training") @@ -267,7 +268,7 @@ def objective(trial): params=param, dtrain=d_train, num_boost_round=param["steps"], - # early_stopping_rounds=self.conf_training.early_stopping_rounds, + #early_stopping_rounds=self.conf_training.early_stopping_rounds, nfold=self.conf_training.hypertuning_cv_folds, as_pandas=True, seed=self.conf_training.global_random_state, From 6ae70592b33c3ecff5522cd9eaa34983e229740d Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Thu, 29 Jun 2023 13:01:55 +0200 Subject: [PATCH 07/10] Add EDA capabilities. Adjust Xgboost param tuning. --- bluecast/config/training_config.py | 6 +- bluecast/eda/__init__.py | 0 bluecast/eda/analyse.py | 133 ++++++++ bluecast/ml_modelling/xgboost.py | 6 +- bluecast/tests/test_analyse.py | 44 +++ dist/bluecast-0.6-py3-none-any.whl | Bin 40440 -> 42689 bytes dist/bluecast-0.6.tar.gz | Bin 81027 -> 84476 bytes poetry.lock | 516 +++++++++++++++-------------- pyproject.toml | 1 + 9 files changed, 463 insertions(+), 243 deletions(-) create mode 100644 bluecast/eda/__init__.py create mode 100644 bluecast/eda/analyse.py create mode 100644 bluecast/tests/test_analyse.py diff --git a/bluecast/config/training_config.py b/bluecast/config/training_config.py index 09a425fc..e91da6b0 100644 --- a/bluecast/config/training_config.py +++ b/bluecast/config/training_config.py @@ -31,7 +31,7 @@ class TrainingConfig: train_split_stratify: bool = True use_full_data_for_final_model: bool = True min_features_to_select: int = 5 - cat_encoding_via_ml_algorithm: bool = True + cat_encoding_via_ml_algorithm: bool = False @dataclass @@ -40,10 +40,12 @@ class XgboostTuneParamsConfig: max_depth_min: int = 2 max_depth_max: int = 3 - alpha_min: float = 1.0 + alpha_min: float = 0.0 alpha_max: float = 1e3 lambda_min: float = 1.0 lambda_max: float = 1e3 + gamma_min: float = 0.0 + gamma_max: float = 1e3 num_leaves_min: int = 2 num_leaves_max: int = 64 sub_sample_min: float = 0.3 diff --git a/bluecast/eda/__init__.py b/bluecast/eda/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/bluecast/eda/analyse.py b/bluecast/eda/analyse.py new file mode 100644 index 00000000..41bea2e3 --- /dev/null +++ b/bluecast/eda/analyse.py @@ -0,0 +1,133 @@ +import matplotlib.pyplot as plt +import numpy as np +import pandas as pd +import seaborn as sns + + +def univariate_plots(df: pd.DataFrame, target: str) -> None: + """ + Plots univariate plots for all the columns in the dataframe. + + Expects numeric columns only. + """ + for col in df.columns: + # Check if the col is the target column (EC1 or EC2) + if col == target: + continue # Skip target columns in univariate analysis + + plt.figure(figsize=(8, 4)) + + # Histogram + plt.subplot(1, 2, 1) + sns.histplot(data=df, x=col, kde=True) + plt.xlabel(col) + plt.ylabel("Frequency") + plt.title("Histogram") + + # Box plot + plt.subplot(1, 2, 2) + sns.boxplot(data=df, y=col) + plt.ylabel(col) + plt.title("Box Plot") + + # Adjust spacing between subplots + plt.tight_layout() + + # Show the plots + plt.show() + + +def bi_variate_plots(df: pd.DataFrame, target: str) -> None: + """ + Plots bivariate plots for all column combinations in the dataframe. + + Expects numeric columns only. + """ + # Get the list of column names except for the target column + variables = [col for col in df.columns if col != target] + + # Define the grid layout based on the number of variables + num_variables = len(variables) + num_cols = 4 # Number of columns in the grid + num_rows = ( + num_variables + num_cols - 1 + ) // num_cols # Calculate the number of rows needed + + # Set the size of the figure + fig, axes = plt.subplots(num_rows, num_cols, figsize=(12, 4 * num_rows)) + + # Generate violin plots for each variable with respect to EC1 + for i, variable in enumerate(variables): + row = i // num_cols + col = i % num_cols + ax = axes[row][col] + + sns.violinplot(data=df, x=target, y=variable, ax=ax) + ax.set_xlabel(target) + ax.set_ylabel(variable) + ax.set_title(f"Violin Plot: {variable} vs {target}") + + # Remove any empty subplots + if num_variables < num_rows * num_cols: + for i in range(num_variables, num_rows * num_cols): + fig.delaxes(axes.flatten()[i]) + + # Adjust the spacing between subplots + plt.tight_layout() + + # Show the plot + plt.show() + + +def correlation_heatmap(df: pd.DataFrame) -> None: + """ + Plots half of the heatmap showing correlations of all features. + + Expects numeric columns only. + """ + # Calculate the correlation matrix + corr = df.corr() + + # Generate a mask for the upper triangle + mask = np.triu(np.ones_like(corr, dtype=bool)) + + # Generate a custom diverging colormap + cmap = sns.diverging_palette(230, 20, as_cmap=True) + + # Draw the heatmap with the mask and correct aspect ratio + sns.heatmap( + corr, + mask=mask, + cmap=cmap, + vmax=0.3, + center=0, + square=True, + linewidths=0.5, + cbar_kws={"shrink": 0.5}, + ) + + plt.show() + + +def correlation_to_target(df: pd.DataFrame, target: str) -> None: + """ + Plots correlations for all the columns in the dataframe in relation to the target column. + + Expects numeric columns only. + """ + # Calculate the correlation matrix + corr = df.corr() + + # Get correlations without 'EC1' and 'EC2' + corrs = corr[target].drop([target]) + + # Sort correlation values in descending order + corrs_sorted = corrs.sort_values(ascending=False) + + # Create a heatmap of the correlations with EC1 + sns.set(font_scale=0.8) + sns.set_style("white") + sns.set_palette("PuBuGn_d") + sns.heatmap(corrs_sorted.to_frame(), cmap="coolwarm", annot=True, fmt=".2f") + plt.title("Correlation with EC1") + plt.show() diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index c770d599..214ed693 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -188,6 +188,9 @@ def objective(trial): "lambda": trial.suggest_float( "lambda", self.conf_xgboost.lambda_min, self.conf_xgboost.lambda_max ), + "gamma": trial.suggest_float( + "gamma", self.conf_xgboost.gamma_min, self.conf_xgboost.gamma_max + ), "num_leaves": trial.suggest_int( "num_leaves", self.conf_xgboost.num_leaves_min, @@ -268,7 +271,7 @@ def objective(trial): params=param, dtrain=d_train, num_boost_round=param["steps"], - #early_stopping_rounds=self.conf_training.early_stopping_rounds, + # early_stopping_rounds=self.conf_training.early_stopping_rounds, nfold=self.conf_training.hypertuning_cv_folds, as_pandas=True, seed=self.conf_training.global_random_state, @@ -315,6 +318,7 @@ def objective(trial): ], # maximum depth of the decision trees being trained "alpha": xgboost_best_param["alpha"], "lambda": xgboost_best_param["lambda"], + "gamma": xgboost_best_param["gamma"], "num_leaves": xgboost_best_param["num_leaves"], "subsample": xgboost_best_param["subsample"], "colsample_bytree": xgboost_best_param["colsample_bytree"], diff --git a/bluecast/tests/test_analyse.py b/bluecast/tests/test_analyse.py new file mode 100644 index 00000000..da54dea7 --- /dev/null +++ b/bluecast/tests/test_analyse.py @@ -0,0 +1,44 @@ +from typing import Tuple + +import pandas as pd +import pytest + +from bluecast.eda.analyse import ( + bi_variate_plots, + correlation_heatmap, + correlation_to_target, + univariate_plots, +) +from bluecast.tests.make_data.create_data import create_synthetic_dataframe + + +@pytest.fixture +def synthetic_train_test_data() -> Tuple[pd.DataFrame, pd.DataFrame]: + df_train = create_synthetic_dataframe(2000, random_state=20) + df_val = create_synthetic_dataframe(2000, random_state=200) + return df_train, df_val + + +def test_univariate_plots(synthetic_train_test_data): + univariate_plots( + synthetic_train_test_data[0].loc[ + :, ["numerical_feature_1", "numerical_feature_2", "numerical_feature_3"] + ], + "target", + ) + assert True + + +def test_bi_variate_plots(synthetic_train_test_data): + bi_variate_plots(synthetic_train_test_data[0], "target") + assert True + + +def test_correlation_heatmap(synthetic_train_test_data): + correlation_heatmap(synthetic_train_test_data[0]) + assert True + + +def test_correlation_to_target(synthetic_train_test_data): + correlation_to_target(synthetic_train_test_data[0], "target") + assert True diff --git a/dist/bluecast-0.6-py3-none-any.whl b/dist/bluecast-0.6-py3-none-any.whl index 6688bdd8d929c36cfaae8a239ea2754c9f26cefd..1d9310e0c4c79bb52bcebe3d81f92e6a2395b53d 100644 GIT binary patch delta 15864 zcmZ8|b9iMp$cddG=p4-8DC%|j1P>^nkn$s8{0f0|<0Duet0*j{rMyqW^u5+OPpY%yH!#Wto 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"sha256:1c527554a400445e0c38186039ba1a00425dcdb4e40b37eed0e74cb39a159c47"}, ] [package.dependencies] @@ -2670,4 +2706,4 @@ jupyter = [] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.12" -content-hash = "4cb357508e76c190362160b55d263730aa8eff0de6920b8d7e4fb1a89fb0bfb7" +content-hash = "6e39ac389ba89e7eecf73a466ee70fdb85ff1548e029da279d98f8180f377ea8" diff --git a/pyproject.toml b/pyproject.toml index 75fe3d2c..beb2df0e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -25,6 +25,7 @@ optuna = ">=2.8.0" pandas = "^1.1.5" plotly = "^5" pydantic = "^1.8.2" +seaborn = ">=0.10.0" scikit-learn = "^1.0.1" shap = "^0" xgboost = "^1.5.3" From b403064bd83b11fbb0d89f9a708616eb75885c2a Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Thu, 29 Jun 2023 16:35:10 +0200 Subject: [PATCH 08/10] Adjust Xgboost hyperparam search params --- bluecast/config/training_config.py | 16 ++++------- bluecast/ml_modelling/xgboost.py | 26 +++--------------- ...y.whl => bluecast-0.6.11-py3-none-any.whl} | Bin 42689 -> 42588 bytes dist/bluecast-0.6.11.tar.gz | Bin 0 -> 84412 bytes dist/bluecast-0.6.tar.gz | Bin 84476 -> 0 bytes pyproject.toml | 2 +- 6 files changed, 10 insertions(+), 34 deletions(-) rename dist/{bluecast-0.6-py3-none-any.whl => bluecast-0.6.11-py3-none-any.whl} (62%) create mode 100644 dist/bluecast-0.6.11.tar.gz delete mode 100644 dist/bluecast-0.6.tar.gz diff --git a/bluecast/config/training_config.py b/bluecast/config/training_config.py index e91da6b0..2fc88e1e 100644 --- a/bluecast/config/training_config.py +++ b/bluecast/config/training_config.py @@ -41,11 +41,9 @@ class XgboostTuneParamsConfig: max_depth_min: int = 2 max_depth_max: int = 3 alpha_min: float = 0.0 - alpha_max: float = 1e3 - lambda_min: float = 1.0 - lambda_max: float = 1e3 - gamma_min: float = 0.0 - gamma_max: float = 1e3 + alpha_max: float = 10.0 + lambda_min: float = 0.0 + lambda_max: float = 10.0 num_leaves_min: int = 2 num_leaves_max: int = 64 sub_sample_min: float = 0.3 @@ -54,15 +52,11 @@ class XgboostTuneParamsConfig: col_sample_by_tree_max: float = 1.0 col_sample_by_level_min: float = 0.3 col_sample_by_level_max: float = 1.0 - col_sample_by_node_min: float = 0.3 - col_sample_by_node_max: float = 1.0 - min_child_samples_min: int = 2 - min_child_samples_max: int = 1000 + min_child_weight_min: float = 0.0 + min_child_weight_max: float = 10.0 eta: float = 0.1 steps_min: int = 2 steps_max: int = 50000 - num_parallel_tree_min: int = 1 - num_parallel_tree_max: int = 3 model_verbosity: int = 0 model_objective: str = "multi:softprob" model_eval_metric: str = "mlogloss" diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index 214ed693..d677a3bb 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -131,7 +131,7 @@ def fit( self.conf_params_xgboost.params, d_train, num_boost_round=self.conf_params_xgboost.params["steps"], - early_stopping_rounds=self.conf_training.early_stopping_rounds, + # early_stopping_rounds=self.conf_training.early_stopping_rounds, evals=eval_set, ) print("Finished training") @@ -188,8 +188,8 @@ def objective(trial): "lambda": trial.suggest_float( "lambda", self.conf_xgboost.lambda_min, self.conf_xgboost.lambda_max ), - "gamma": trial.suggest_float( - "gamma", self.conf_xgboost.gamma_min, self.conf_xgboost.gamma_max + "min_child_weight": trial.suggest_float( + "min_child_weight", self.conf_xgboost.min_child_weight_min, self.conf_xgboost.min_child_weight_max ), "num_leaves": trial.suggest_int( "num_leaves", @@ -211,25 +211,10 @@ def objective(trial): self.conf_xgboost.col_sample_by_level_min, self.conf_xgboost.col_sample_by_level_max, ), - "colsample_bynode": trial.suggest_float( - "colsample_bynode", - self.conf_xgboost.col_sample_by_node_min, - self.conf_xgboost.col_sample_by_node_max, - ), - "min_child_samples": trial.suggest_int( - "min_child_samples", - self.conf_xgboost.min_child_samples_min, - self.conf_xgboost.min_child_samples_max, - ), "eta": self.conf_xgboost.eta, "steps": trial.suggest_int( "steps", self.conf_xgboost.steps_min, self.conf_xgboost.steps_max ), - "num_parallel_tree": trial.suggest_int( - "num_parallel_tree", - self.conf_xgboost.num_parallel_tree_min, - self.conf_xgboost.num_parallel_tree_max, - ), } sample_weight = trial.suggest_categorical("sample_weight", [True, False]) if sample_weight: @@ -318,16 +303,13 @@ def objective(trial): ], # maximum depth of the decision trees being trained "alpha": xgboost_best_param["alpha"], "lambda": xgboost_best_param["lambda"], - "gamma": xgboost_best_param["gamma"], "num_leaves": xgboost_best_param["num_leaves"], "subsample": xgboost_best_param["subsample"], "colsample_bytree": xgboost_best_param["colsample_bytree"], "colsample_bylevel": xgboost_best_param["colsample_bylevel"], - "colsample_bynode": xgboost_best_param["colsample_bynode"], - "min_child_samples": xgboost_best_param["min_child_samples"], + "min_child_weight": xgboost_best_param["min_child_weight"], "eta": self.conf_xgboost.eta, "steps": xgboost_best_param["steps"], - "num_parallel_tree": xgboost_best_param["num_parallel_tree"], } print("Best params: ", self.conf_params_xgboost.params) self.conf_params_xgboost.sample_weight = xgboost_best_param["sample_weight"] diff --git a/dist/bluecast-0.6-py3-none-any.whl b/dist/bluecast-0.6.11-py3-none-any.whl similarity index 62% rename from dist/bluecast-0.6-py3-none-any.whl rename to dist/bluecast-0.6.11-py3-none-any.whl index 1d9310e0c4c79bb52bcebe3d81f92e6a2395b53d..c1a2e5042f16172f840348ebbd5caef03efb20a1 100644 GIT binary patch delta 12279 zcmZvCV|X6kvTyPxX>2#PZ5vHvn~iPfjoI*xZQFJlJ85j&Xn4E-=j@BK?|fM6H(Jlk z`ZUkX^i2ZRCjhlpD6l`l?m*CxU|>8TXB0Z%mi0a-irn~sALDzQYQ89Je-gCRIQO0}3P2?v@Tco4jS z7MNa^wuA!KKTURQP&WhLyp5gEv=>Kb*@tvy8FjGj%3});y{hVSBWR28qWvwyaPm_p zG|ndzOi1p8Lhk6Z*zx!T;gV0RBi-+?Z 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zr+wO|ecGpe+NXWmr+wO|ecGpe+NXWmr+wO|ecGpe+NXWmr+wO|ecGpe+NXWmr|J2B LC~u`90MG{jcxZ{c diff --git a/pyproject.toml b/pyproject.toml index beb2df0e..ca9d8688 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "bluecast" -version = "0.6" +version = "0.6.11" description = "A lightweight and fast automl framework" authors = ["Thomas Meißner "] license = "GPL-3.0-only" From b04bb399f409c52cd366fdadb7d7d401aafa0ae1 Mon Sep 17 00:00:00 2001 From: thomasmeissner Date: Fri, 30 Jun 2023 05:58:22 +0200 Subject: [PATCH 09/10] Update ReadMe --- README.md | 33 ++++++++++++++++++++++++++++++--- docs/source/index.md | 33 ++++++++++++++++++++++++++++++--- 2 files changed, 60 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 67204467..ded4ef98 100644 --- a/README.md +++ b/README.md @@ -89,15 +89,42 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Enable cross-validation + +While the default behaviour of BlueCast is to use a simple +train-test-split, cross-validation can be enabled easily: + +```sh +from bluecast.blueprints.cast import BlueCast +from bluecast.config.training_config import TrainingConfig, XgboostTuneParamsConfig + + +# Create a custom training config and adjust general training parameters +train_config = TrainingConfig() +train_config.hypertuning_cv_folds = 5 # default is 1 + +# Pass the custom configs to the BlueCast class +automl = BlueCast( + class_problem="binary", + target_column="target" + conf_training=train_config, + ) + +automl.fit(df_train, target_col="target") +y_probs, y_classes = automl.predict(df_val) +``` + #### Categorical encoding -By default, BlueCast uses the Xgboost's inbuilt category encoding. +By default, BlueCast uses target encoding. This behaviour can be changed in the TrainingConfig by setting `cat_encoding_via_ml_algorithm` -to False. This will change the expectations of `custom_last_mile_computation` though. +to True. This will change the expectations of `custom_last_mile_computation` though. If `cat_encoding_via_ml_algorithm` is set to False, `custom_last_mile_computation` will receive numerical features only as target encoding will apply before. If `cat_encoding_via_ml_algorithm` is True (default setting) `custom_last_mile_computation` will receive categorical -features as well. +features as well, because Xgboost#s inbuilt categorical encoding will be used. + +```sh #### Custom training configuration diff --git a/docs/source/index.md b/docs/source/index.md index 67204467..29cb42a8 100644 --- a/docs/source/index.md +++ b/docs/source/index.md @@ -89,15 +89,42 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Enable cross-validation + +While the default behaviour of BlueCast is to use a simple +train-test-split, cross-validation can be enabled easily: + +```sh +from bluecast.blueprints.cast import BlueCast +from bluecast.config.training_config import TrainingConfig, XgboostTuneParamsConfig + + +# Create a custom training config and adjust general training parameters +train_config = TrainingConfig() +train_config.hypertuning_cv_folds = 5 # default is 1 + +# Pass the custom configs to the BlueCast class +automl = BlueCast( + class_problem="binary", + target_column="target" + conf_training=train_config, + ) + +automl.fit(df_train, target_col="target") +y_probs, y_classes = automl.predict(df_val) +``` + #### Categorical encoding -By default, BlueCast uses the Xgboost's inbuilt category encoding. +By default, BlueCast uses target encoding. This behaviour can be changed in the TrainingConfig by setting `cat_encoding_via_ml_algorithm` -to False. This will change the expectations of `custom_last_mile_computation` though. +to True. This will change the expectations of `custom_last_mile_computation` though. If `cat_encoding_via_ml_algorithm` is set to False, `custom_last_mile_computation` will receive numerical features only as target encoding will apply before. If `cat_encoding_via_ml_algorithm` is True (default setting) `custom_last_mile_computation` will receive categorical -features as well. +features as well, because Xgboost#s inbuilt categorical encoding will be used. + +```sh #### Custom training configuration From 6c9267178e3eebc47cbe3769a7d01fbad4cb3465 Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Fri, 30 Jun 2023 08:15:25 +0200 Subject: [PATCH 10/10] Update ReadMe to also showcase EDA capabilities --- README.md | 52 +++++++++++++----- bluecast/config/training_config.py | 2 +- bluecast/ml_modelling/xgboost.py | 6 +- dist/bluecast-0.6.11.tar.gz | Bin 84412 -> 0 bytes ...-any.whl => bluecast-0.7-py3-none-any.whl} | Bin 42588 -> 42919 bytes dist/bluecast-0.7.tar.gz | Bin 0 -> 85064 bytes docs/source/index.md | 50 ++++++++++++----- pyproject.toml | 2 +- 8 files changed, 81 insertions(+), 31 deletions(-) delete mode 100644 dist/bluecast-0.6.11.tar.gz rename dist/{bluecast-0.6.11-py3-none-any.whl => bluecast-0.7-py3-none-any.whl} (63%) create mode 100644 dist/bluecast-0.7.tar.gz diff --git a/README.md b/README.md index ded4ef98..e01ffe05 100644 --- a/README.md +++ b/README.md @@ -32,8 +32,9 @@ the full documentation [here](https://bluecast.readthedocs.io/en/latest/). * [General usage](#general-usage) * [Basic usage](#basic-usage) * [Advanced usage](#advanced-usage) + * [Explanatory analysis](#explanatory-analysis) + * [Enable cross-validation](#enable-cross-validation) * [Categorical encoding](#categorical-encoding) - * [Custom training configuration](#custom--training-configuration) * [Custom preprocessing](#custom-preprocessing) * [Custom feature selection](#custom-feature-selection) * [Custom ML model](#custom-ml-model) @@ -89,29 +90,52 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Explanatory analysis + +BlueCast offers a simple way to get a first overview of the data. This is + #### Enable cross-validation -While the default behaviour of BlueCast is to use a simple +While the default behaviour of BlueCast is to use a simple train-test-split, cross-validation can be enabled easily: ```sh -from bluecast.blueprints.cast import BlueCast -from bluecast.config.training_config import TrainingConfig, XgboostTuneParamsConfig +from bluecast.eda.analyse import ( + bi_variate_plots, + correlation_heatmap, + correlation_to_target, + univariate_plots, +) +from bluecast.preprocessing.feature_types import FeatureTypeDetector -# Create a custom training config and adjust general training parameters -train_config = TrainingConfig() -train_config.hypertuning_cv_folds = 5 # default is 1 +# Here we automatically detect the numeric columns +feat_type_detector = FeatureTypeDetector() +train_data = feat_type_detector.fit_transform_feature_types(train_data) -# Pass the custom configs to the BlueCast class -automl = BlueCast( - class_problem="binary", - target_column="target" - conf_training=train_config, +# show univariate plots +univariate_plots( + train_data.loc[ + :, feat_type_detector.num_columns # here the target column EC1 is already included + ], + "EC1", ) -automl.fit(df_train, target_col="target") -y_probs, y_classes = automl.predict(df_val) +# show bi-variate plots +bi_variate_plots(train_data.loc[ + :, feat_type_detector.num_columns + ], + "EC1") + +# show correlation heatmap +correlation_heatmap(train_data.loc[ + :, feat_type_detector.num_columns]) + +# show correlation to target +correlation_to_target(train_data.loc[ + :, feat_type_detector.num_columns + ], + "EC1",) ``` #### Categorical encoding diff --git a/bluecast/config/training_config.py b/bluecast/config/training_config.py index 2fc88e1e..b6c11514 100644 --- a/bluecast/config/training_config.py +++ b/bluecast/config/training_config.py @@ -39,7 +39,7 @@ class XgboostTuneParamsConfig: """Define hyperparameter tuning search space.""" max_depth_min: int = 2 - max_depth_max: int = 3 + max_depth_max: int = 6 alpha_min: float = 0.0 alpha_max: float = 10.0 lambda_min: float = 0.0 diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index d677a3bb..d477c32e 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -189,7 +189,9 @@ def objective(trial): "lambda", self.conf_xgboost.lambda_min, self.conf_xgboost.lambda_max ), "min_child_weight": trial.suggest_float( - "min_child_weight", self.conf_xgboost.min_child_weight_min, self.conf_xgboost.min_child_weight_max + "min_child_weight", + self.conf_xgboost.min_child_weight_min, + self.conf_xgboost.min_child_weight_max, ), "num_leaves": trial.suggest_int( "num_leaves", @@ -268,7 +270,7 @@ def objective(trial): algorithm = "xgboost" sampler = optuna.samplers.TPESampler( - multivariate=True, seed=self.conf_training.global_random_state + multivariate=False, seed=self.conf_training.global_random_state ) study = optuna.create_study( direction="minimize", diff --git a/dist/bluecast-0.6.11.tar.gz b/dist/bluecast-0.6.11.tar.gz deleted file mode 100644 index 845ed7eb1cf8daa93fc337e5e83eb40546402e9f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 84412 zcmV)qK$^cFiwFn+00002|6*))Wn*D;bS*G0HZCzSE_7jX0PMYKkQ--~AO<87C?M-# zkt$v~Q$TD~{%dd85gB&OgeSr~`n5AX_Rfr^yXE)Z_vMKMs(6*I z1X+p1cOUP2*Y~~m6=n;w-@c-3y{jpzrpKPjXO4Xaeb3F!&%5s!UYsixi!pgCwhy1K zVJbRQANyv0O3QN7tT(l_;?l}e=~QWcZl$oYurhyYS&BuUum5Mg(bcMoVb07ImI}q< z?0Xl^oV#@G+!J5_OA8Bw)_(~iW5tDqg}KFr`Nh&AtpDOXB$wx+_5ajA7cX3w->X-( zmZ3?~nRaJeuWxLca<-b2Z0B zy0*S8Z|F+P)YQCO(=|!wm~)ms~~B3Ge42~wJy zP>j*8nRgXkgT$(=7)HBVSD-vuZCATZtz{}E)>o@HG(*mso0>d*jpvxoQ6;LTG^Bb< z#yC4lzFRjp+g(%EHN({FRV*Vf*IU&_SH(8i(T#eu&TGKzGzf+Sg?0_-0k$(QH`{8x zhTj@>tJ7U?)Q!!&tk$vU^{xql1_sh-=CL2MZCy6BMni%U>dWsy#-Zjlt*pDkWr1dw5o|An7r0*G}?EuYt?p3tz(ajRY|%IQObJz zjz)c9bKGj1&{Wn0oPdryt31lsR2mI=UE>1=^}_Hfp6=*aJuIM>Syvizr>#?c!EP3y z{&&yG*DjyG{=L&z&&e0A$ycsk{_cgd=g!L0r?0{9>Ad{C3)kPh{Qh+rQd~WK>G}`k z%jf0Omwq7s-i1qN^YXdxU%7hj+BNy|Rq4XTEAL%62Voa3oq6y5vllMCBfky#E?ovd zz5w71g8sZ- zoO%Df(^usy?_a%g`PwB6P+SD}`37tdX~UVvI5Og{Hr_#t0=_w;-3VO7%U z_o4Myv3>HH%U6DI^};*vUYFm!{NCAf5cu{vXxZtv-#f>uf=-=z@AQR>dHL+=i>Kc? zN4YLTDOV*-##$$T@7;44g!P?<|7WgWxO@q_apv-+>sR4t9(sB8x|8*L7p|Sl%crki zxP}9A{_5q6c?pLTa$KfDAm62PtP~t-**7DQ1b@GO?VMAfeD>Vw_n@q6m>IihCoV*c z!Pn?h_)_ry3;q0mDdPY4h5ui1`Tv!<`K98irNZ3OTyc46AzJ6(K>q*gxzlGao+~uf zedGUu@n0+v|G!*XDlTHWVsUA{6!HK2@i`&C4G?e!AV89CynLhDR<&yT&duzmX?Bd& z*;yV?sJCY~HfNbAU`qmLug%(-XV-!IuWrsZfw!LpNuaYiyRN7kTEV!p@h!7`TWhU- zA9$0wh0AlNmU9nXd=A@ohNYG7w)NXJU~=73Hh_!ot{1B9=8zUD#QYnxc6Rrzu&p#3 zZhLc2wqR;|N7rVc6kzh*!t2eAg0WfG8mfW)r}}3xAx}A@wUqUSrp~MrzrF!tRqI=g z_C|ZnE$ub@eWu-L>uYy6>!udob~nA})frRSFt;1ps=VG%s<(G(9?sXRr8&wmLm6h+ zDjqy=9iui&DOrV^TJ<&v5-51d&F#)M%L7^N-o0DEfSHEU+9GKfM&3?v)`g3?3~!9E8ABt z$h<^PNi=#OK5k?F&bC{$f7&|RojPw?Xz-Ni?! 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