Representation – Feature Selection
feateval | Evaluation of a feature set | more routines |
featrank | Ranking of individual feature permormances | |
featsel | Feature Selection | |
featselb | Backward feature selection | |
featself | Forward feature selection | |
featsellr | Plus-l-takeaway-r feature selection | |
featseli | Feature selection on individual performance | |
featselo | Branch and bound feature selection | |
featselp | Floating forward feature selection | |
featselv | Selection of varying features |
elements:
datasets
datafiles
cells and doubles
mappings
classifiers
mapping types.
operations:
datasets
datafiles
cells and doubles
mappings
classifiers
stacked
parallel
sequential
dyadic.
user commands:
datasets
representation
classifiers
evaluation
clustering
examples
support routines.
introductory examples:
Introduction
Scatterplots
Datasets
Datafiles
Mappings
Classifiers
Evaluation
Learning curves
Feature curves
Dimension reduction
Combining classifiers
Dissimilarities.
advanced examples.