cbqu / concept-drift-datasets-scikit-multiflow

concept drift datasets edited to work with scikit-multiflow directly

concept-drift-datasets-scikit-multiflow

Concept drift datasets edited to work with Scikit-multiflow directly.

Real:

Dataset	# Features	# Classes	# Samples
LUdata	31	2	1.901
Airlines	7	2	539.383
Chessweka	8	2	503
Covtype	54	7	581.012
Elec	6	2	45.312
Outdoor Stream	21	40	4.000
Phishing	46	2	11.055
Poker	10	10	829.201
Rialto	27	10	82.250
Spam	499	2	6.213
Weather	8	2	18.159

Artifical:

Dataset	# Features	# Classes	# Samples
InterchangingRBF	2	15	200.000
MixedDrift	2	15	600.000
MovingRBF	10	5	200.000
Moving Squares	2	4	200.000
Rotating Hyperplane	10	2	200.000
SEA Big	3	2	100.000
Sea Stream	3	2	40.000
Transient Chessboard	2	8	200.000

Datasets are taken from:
https://sites.google.com/site/zliobaite/resources-1
https://archive.ics.uci.edu/ml/datasets.php
https://github.com/gditzler/ConceptDriftResources
https://github.com/tegjyotsingh/ConceptDriftInduction
https://github.com/vlosing/driftDatasets
http://www.liaad.up.pt/kdus/products/datasets-for-concept-drift