Fast Training Logistic Regression via Adaptive Sampling

Table 1

Summary of datasets.

Dataset	Size	Features	Class
Cifa	60000	3072	2
Cod-rna	59535	8	2
Covtype	581012	54	2
Ijcnn1	141691	22	2
Mnist	350000	85	2
Skin-nonskin	245057	3	2
Susy	5000000	18	2