data-complexity
There are 1 repository under data-complexity topic.
w4k2 / problexity
The problexity is an open-source python library containing the implementation of measures describing the complexity of the classification and regression problems.
Language:Python 20nmacia / dcol
The data complexity library, DCoL, is a machine learning software that implements all metrics to characterize the apparent complexity of classification problems. The code is implemented in C++ and can be run on multiple platforms.
Language:HTML 15cobilab / alcor
Alignment-free simulation, computation, and visualization of Low-compexity regions in biological data
Language:C 9miriamspsantos / pycol
The Python Class Overlap Libray (pycol) assembles a comprehensive set of complexity measures associated with the characterization of the Class Overlap problem.
Language:Python 7rgmantovani / MfeatExtractor
MfeatExtractor is an automated code for meta-feature extraction, useful for meta-learning projects.
Language:R 3dstarrago / meta-learning
Meta learning framework based on rough set measures
Language:Java 2Rough set class library for machine learning
Language:Java 1A generator of multi-dimensional and multi-class imbalanced data, designed to create artificial datasets for the study of data difficulty factors in imbalanced learning.
Language:Java 1kdis-lab / Early_readmission_diabetic_patients
A large dataset for studying the early readmission of diabetic patients problem
Language:R 0Implementation of data typology for imbalanced datasets.
Language:MATLAB 0Geometric concept data generator for testing classification algorithms
Language:Java