smartdata 1.0.3
- Complies with new API for
class(m)
where if m
is a matrix, the result is c(array, matrix)
smartdata 1.0.2
- Corrects a bug for the instance selection wrapper applied for methods information_gain, gain_ratio and sym_uncertainty which gave failure when there was no categorical attribute in the dataset, apart from the class one.
- Changes
num_attrs
parameter for num_features
in feature selection to standardize parameters w.r.t. space transformation wrapper.
- Corrects a bug for lle space transformation: result was a matrix instead of a dataset.
smartdata 1.0.1
- Corrects the titles of the vignettes so they appear correctly on CRAN
- Corrects issue compiling one of the vignettes (issue regarding fancyvrb / xcolor with options)
smartdata 1.0.0
- First release
- Methods for instance selection, feature selection, normalization, discretization, space transformation, clean outliers, impute missing values or clean noise instances