Research Article

Stream-Based Extreme Learning Machine Approach for Big Data Problems

Table 1

Datasets for Experiments , , and .

Name Key Number of patterns Number of inputs

Heart disease HRT 297 13
Wisc. breast cancer original WBCO 699 9
Wisc. breast cancer diagnostic WBCD 569 31
Pima diabetes PIMA 768 8
Sonar SNR 208 60
Ionosphere ION 351 34
Australian credit AUST 690 14
Liver disorder LIV 345 6
German credit GER 1000 24
Spam SPAM 4601 58