Topic: "data-complexity"
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 - Size: 13.9 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 25 - Forks: 6
nmacia/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 - Size: 4.7 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 13
cobilab/alcor
Alignment-free simulation, computation, and visualization of Low-compexity regions in biological data
Language: C - Size: 557 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 9 - Forks: 1
miriamspsantos/pycol Fork of DiogoApostolo/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 - Size: 1.83 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 3
dstarrago/meta-learning
Meta learning framework based on rough set measures
Language: Java - Size: 64.5 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1
rgmantovani/MfeatExtractor
MfeatExtractor is an automated code for meta-feature extraction, useful for meta-learning projects.
Language: R - Size: 6.13 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1
miriamspsantos/datagenerator Fork of sysmon37/datagenerator
A 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 - Size: 16 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
dstarrago/rough-sets
Rough set class library for machine learning
Language: Java - Size: 42 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1
miriamspsantos/dcai-ecai-tutorial-2024
A multi-view panorama of Data-Centric AI: Techniques, Tools, and Applications (ECAI Tutorial 2024)
Size: 1.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
miriamspsantos/data-typology
Implementation of data typology for imbalanced datasets.
Language: MATLAB - Size: 1.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
kdis-lab/Early_readmission_diabetic_patients
A large dataset for studying the early readmission of diabetic patients problem
Language: R - Size: 24.8 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
dstarrago/geodata-generator
Geometric concept data generator for testing classification algorithms
Language: Java - Size: 41 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0