Package adaa.analytics.rules.logic.induction
package adaa.analytics.rules.logic.induction
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ClassDescriptionAbstract base class for growing and pruning procedures for all types of rules (classification, regression, survival).Abstract base class for all separate and conquer algorithms for induction of rule-based models (classification, regression, survival).Auxilliary class that compares attributes w.r.t.Class for growing and pruning classification rules with user's knowledge.User-guided separate'n'conquer algorithm for generating classification rule sets.Class for growing and pruning classification rules.Separate'n'conquer algorithm for generating classification rule sets.Helper class for storing information about evaluated condition.Class representing contingency table.Represents covering of a rule.Interface to be implemented by all classes representing user-guided rule induction procedures.Class representing all parameters of rule induction algorithm.Class for growing and pruning regression rules with user's knowledge.User-guided separate'n'conquer algorithm for generating regression rule sets.Algorithm for growing and pruning regression rules.Separate'n'conquer algorithm for generating regression rule sets.A factory class for creating instances of rules and rule sets of different types (classification/regression,/survival).Auxiliary class for handling sets.Class for growing and pruning log rank-based survival rules with user's knowledge.Separate'n'conquer algorithm for generating log rank-based survival rule sets with user's knowledge.Class for growing and pruning log rank-based survival rules.Separate'n'conquer algorithm for generating log rank-based survival rule sets.