TODO.rst

Number of + signs indicate how much work implies the change

• add doctest when possible

dataset package

• make an outer function that selects, from an Arff file, specified values of specified columns (+)
• extend ArffFile object and arff file types to accomodate with uncertain data (+++)

models package

• add a general binary decomposition method (+++)
• add multilabel chaining methods (+++)
• add multilabel calibrating methods (+++)
• add decision trees (+++)
• add credal model averaging logistic regressions (+++)
• add credal model averaging of networks (+++)
• transform decomposition methods (binary relevance, Frank and all method) so that they accept any base classifier (++)

evaluation package

• add classifiers comparison using Demsar paper (+++)
• add a function doing fold cross validation for any method (++)
• add structured validation in fold creation function (+)

representations package

• add transformation and approximations between different formats (+++)
• add possibility distributions (+++)
• add comparative probabilities on singletons (+++)
• add neighbourhood models: PMM, denisity-ratio (++)
• for each model, add extreme point extraction method (+++)
• for each model, implement directly combination method (conjunctive, disjunctive)