@@ -60,25 +60,24 @@ as.data.table(filter$calculate(task))
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### Implemented Filters
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- | Name | Task Type | Feature Types | Package |
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- | :---------------- | :------------- | :----------------------------------------- | :---------------------------------------------------------------- |
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- | anova | Classif | Integer, Numeric | stats |
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- | auc | Classif | Integer, Numeric | [ mlr3measures] ( https://cran.r-project.org/package=mlr3measures ) |
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- | carscore | Regr | Numeric | [ care] ( https://cran.r-project.org/package=care ) |
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- | cmim | Classif & Regr | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | correlation | Regr | Integer, Numeric | stats |
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- | disr | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | find\_ correlation | Classif & Regr | Integer, Numeric | stats |
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- | importance | Universal | Logical, Integer, Numeric, Factor, Ordered | [ rpart] ( https://cran.r-project.org/package=rpart ) |
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- | information\_ gain | Classif & Regr | Integer, Numeric, Factor, Ordered | [ FSelectorRcpp] ( https://cran.r-project.org/package=FSelectorRcpp ) |
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- | jmi | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | jmim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | kruskal\_ test | Classif | Integer, Numeric | stats |
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- | mim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | mrmr | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | njmim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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- | performance | Universal | Logical, Integer, Numeric, Factor, Ordered | [ character(0)] ( https://cran.r-project.org/package=character\( 0\) ) |
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- | variance | Classif & Regr | Integer, Numeric | stats |
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+ | Name | Task Type | Feature Types | Package |
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+ | :---------------- | :------------- | :------------------------------------------- | :---------------------------------------------------------------- |
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+ | anova | Classif | Integer, Numeric | stats |
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+ | auc | Classif | Integer, Numeric | [ mlr3measures] ( https://cran.r-project.org/package=mlr3measures ) |
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+ | carscore | Regr | Numeric | [ care] ( https://cran.r-project.org/package=care ) |
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+ | cmim | Classif & Regr | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | correlation | Regr | Integer, Numeric | stats |
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+ | disr | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | importance | Universal | Logical, Integer, Numeric, Factor, Ordered | [ rpart] ( https://cran.r-project.org/package=rpart ) |
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+ | information\_ gain | Classif & Regr | Integer, Numeric, Factor, Ordered | [ FSelectorRcpp] ( https://cran.r-project.org/package=FSelectorRcpp ) |
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+ | jmi | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | jmim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | kruskal\_ test | Classif | Integer, Numeric | stats |
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+ | mim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | mrmr | Classif & Regr | Numeric, Factor, Integer, Character, Logical | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | njmim | Classif | Integer, Numeric, Factor, Ordered | [ praznik] ( https://cran.r-project.org/package=praznik ) |
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+ | performance | Universal | Logical, Integer, Numeric, Factor, Ordered | [ rpart] ( https://cran.r-project.org/package=rpart ) |
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+ | variance | Classif & Regr | Integer, Numeric | stats |
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### Variable Importance Filters
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@@ -110,10 +109,10 @@ filter$calculate(task)
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head(as.data.table(filter ), 3 )
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```
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- ## feature score
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- ## 1: Petal.Width 44.224198
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- ## 2: Petal.Length 43.303520
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- ## 3: Sepal.Length 9.618601
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+ ## feature score
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+ ## 1: Petal.Width 43.66496
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+ ## 2: Petal.Length 43.10837
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+ ## 3: Sepal.Length 10.21944
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### Performance Filter
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