Protein classificatin datasets
Gene expression datasets
UPitt Microarray Dataset Collection
Kent Ridge Bio-medical Data Set Repository
UCI Machine Learning Repository
KDnuggets : Datasets
Delve Datasets
Cornell Text Datasets
Datasets for Benchmarks and Applications
Datasets for "The Elements of Statistical Learning"