Incremental Learning

Datasets and algorithms for incremental/on-line learning

Stationary datasets:

• Border
• Overlap
• Letter
• Outdoor
• COIL
• DNA
• USPS
• Isolet
• MNist
• Gisette
• Satimage
• Poker
• Pendigits
• Sector

Algorithms:

• Incremental Support Vector Machine (ISVM)
• On-line Random Forest (ORF)
• Incremental Learning Vector Quantization (ILVQ)
• Learn++ (LPP)
• Learn++.NSE (LPPNSE)
• Incremental Extreme Learning Machine (IELM)
• Stochastic Gradient Descent (SGD)
• Gaussian Naive Bayes (GNB)