Move SMOTE position to ETC

minjk-bl · minjk-bl · commit 1bd07bd9773f · 2023-09-13T17:39:06.000+09:00
diff --git a/visualpython/js/com/com_Config.js b/visualpython/js/com/com_Config.js
@@ -1109,11 +1109,11 @@ define([
     Config.ML_DATA_DICT = {
         'Data Preparation': [
             /** Encoding */
-            'OneHotEncoder', 'LabelEncoder', 'OrdinalEncoder', 'TargetEncoder', 'SMOTE',
+            'OneHotEncoder', 'LabelEncoder', 'OrdinalEncoder', 'TargetEncoder',
             /** Scaling */
             'StandardScaler', 'RobustScaler', 'MinMaxScaler', 'Normalizer', 'FunctionTransformer', 'PolynomialFeatures', 'KBinsDiscretizer',
             /** ETC */
-            'SimpleImputer', 'ColumnTransformer'
+            'SimpleImputer', 'SMOTE', 'ColumnTransformer'
         ],
         'Regression': [
             'LinearRegression', 'Ridge', 'Lasso', 'ElasticNet', 'SVR', 'DecisionTreeRegressor', 'RandomForestRegressor', 'GradientBoostingRegressor', 'XGBRegressor', 'LGBMRegressor', 'CatBoostRegressor',
diff --git a/visualpython/js/m_ml/DataPrep.js b/visualpython/js/m_ml/DataPrep.js
@@ -57,13 +57,13 @@ define([
             this.modelConfig = ML_LIBRARIES;
 
             this.modelTypeList = {
-                'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target', 'prep-smote'],
+                'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target'],
                 'Scaling': ['prep-standard', 'prep-robust', 'prep-minmax', 'prep-normalizer', 'prep-func-trsfrm-log', 'prep-func-trsfrm-exp', 'prep-poly-feat', 'prep-kbins-discretizer'],
-                'ETC': ['prep-simple-imputer', 'make-column-transformer']
+                'ETC': ['prep-simple-imputer', 'prep-smote', 'make-column-transformer']
             }
 
             this.mctEstimator = {
-                'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target', 'prep-smote'],
+                'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target'],
                 'Scaling': ['prep-standard', 'prep-robust', 'prep-minmax', 'prep-normalizer', 'prep-func-trsfrm-log', 'prep-func-trsfrm-exp', 'prep-poly-feat', 'prep-kbins-discretizer'],
             }
 

Original file line number	Diff line number	Diff line change
`@@ -57,13 +57,13 @@ define([`
`57`	`57`	`this.modelConfig = ML_LIBRARIES;`
`58`	`58`
`59`	`59`	`this.modelTypeList = {`
`60`		`- 'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target', 'prep-smote'],`
	`60`	`+ 'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target'],`
`61`	`61`	`'Scaling': ['prep-standard', 'prep-robust', 'prep-minmax', 'prep-normalizer', 'prep-func-trsfrm-log', 'prep-func-trsfrm-exp', 'prep-poly-feat', 'prep-kbins-discretizer'],`
`62`		`- 'ETC': ['prep-simple-imputer', 'make-column-transformer']`
	`62`	`+ 'ETC': ['prep-simple-imputer', 'prep-smote', 'make-column-transformer']`
`63`	`63`	`}`
`64`	`64`
`65`	`65`	`this.mctEstimator = {`
`66`		`- 'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target', 'prep-smote'],`
	`66`	`+ 'Encoding': ['prep-onehot', 'prep-label', 'prep-ordinal', 'prep-target'],`
`67`	`67`	`'Scaling': ['prep-standard', 'prep-robust', 'prep-minmax', 'prep-normalizer', 'prep-func-trsfrm-log', 'prep-func-trsfrm-exp', 'prep-poly-feat', 'prep-kbins-discretizer'],`
`68`	`68`	`}`
`69`	`69`