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| FSelector-package | Package for selecting attributes |
| as.simple.formula | Converting to formulas |
| backward.search | Greedy search |
| best.first.search | Best-first search |
| cfs | CFS filter |
| chi.squared | Chi-squared filter |
| consistency | Consistency-based filter |
| cutoff.biggest.diff | Cutoffs |
| cutoff.k | Cutoffs |
| cutoff.k.percent | Cutoffs |
| exhaustive.search | Exhaustive search |
| forward.search | Greedy search |
| FSelector | Package for selecting attributes |
| gain.ratio | Entropy-based filters |
| hill.climbing.search | Hill climbing search |
| information.gain | Entropy-based filters |
| linear.correlation | Correlation filter |
| oneR | OneR algorithm |
| random.forest.importance | RandomForest filter |
| rank.correlation | Correlation filter |
| relief | RReliefF filter |
| symmetrical.uncertainty | Entropy-based filters |