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udpate filters table
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README.md

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@@ -66,7 +66,7 @@ head(as.data.table(filter$calculate(task)))
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|:------------------|:---------------------------------------------------------|:---------------|:---------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------|
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| anova | ANOVA F-Test | Classif | Integer, Numeric | stats |
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| auc | Area Under the ROC Curve Score | Classif | Integer, Numeric | [mlr3measures](https://cran.r-project.org/package=mlr3measures) |
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| carscore | Correlation-Adjusted coRrelation Score | Regr | Numeric | [care](https://cran.r-project.org/package=care) |
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| carscore | Correlation-Adjusted coRrelation Score | Regr | Logical, Integer, Numeric | [care](https://cran.r-project.org/package=care) |
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| carsurvscore | Correlation-Adjusted coRrelation Survival Score | Surv | Integer, Numeric | [carSurv](https://cran.r-project.org/package=carSurv), [mlr3proba](https://cran.r-project.org/package=mlr3proba) |
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| cmim | Minimal Conditional Mutual Information Maximization | Classif & Regr | Integer, Numeric, Factor, Ordered | [praznik](https://cran.r-project.org/package=praznik) |
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| correlation | Correlation | Regr | Integer, Numeric | stats |
@@ -84,6 +84,7 @@ head(as.data.table(filter$calculate(task)))
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| permutation | Permutation Score | Universal | Logical, Integer, Numeric, Character, Factor, Ordered, POSIXct | |
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| relief | RELIEF | Classif & Regr | Integer, Numeric, Factor, Ordered | [FSelectorRcpp](https://cran.r-project.org/package=FSelectorRcpp) |
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| selected_features | Embedded Feature Selection | Universal | Logical, Integer, Numeric, Character, Factor, Ordered, POSIXct | |
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| univariatecox | Univariate Cox Survival Score | Surv | Integer, Numeric, Factor | [mlr3proba](https://cran.r-project.org/package=mlr3proba) |
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| variance | Variance | Universal | Integer, Numeric | stats |
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### Variable Importance Filters
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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.Length 43.19847
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## 2: Petal.Width 43.11627
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## 3: Sepal.Length 10.62848
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## feature score
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## 1: Petal.Length 44.682462
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## 2: Petal.Width 43.113031
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## 3: Sepal.Length 9.039099
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### Performance Filter
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