Research Article

Perceptron Ranking Using Interval Labels with Ramp Loss for Online Ordinal Regression

Table 1

Ordinal regression datasets.

Dataset#Pat#Attr#Classes#Class distribution

Abalone417774(839, 1257, 1388, 693)
Parkinsons-updrs5847215(10, 798, 1885, 1443, 1749)
Real estate valuation41464(36, 188, 171, 19)