Source CodeIncremental and Offline Negative Correlation Learning (Java)Concept Drift Data Set Generator (Matlab) Data SetsArtificial Concept Drift Data SetsSemi-artificial Concept Drift Data Sets Result FilesNote that the results of other approaches are not directly comparable to these results when using different base learners.Diversity for Dealing with Drifts (DDD) -- prequential accuracy and standard deviation for artificial data sets, published in TKDE 2012. Diversity for Dealing with Drifts (DDD) -- prequential accuracy and standard deviation for real world data sets, published in TKDE 2012. Obs.: Sev 1, 2 and 3 are for low, medium and high severity. Sp 1, 2 and 3 are for high, medium and low speed. |