Theory and Numerical Analysis of Extreme Learning Machine and Its Application for Different Degrees of Defect Recognition of Hoisting Wire Rope

Table 3

Data set description of the selected UCI classification problems.

Data set	Sample category	Number of features	Total number of samples	Training samples	Testing samples
Abalone	3	8	4177	2000	2177
Statlog (Heart)	2	13	270	135	135
Diabetes	2	8	768	576	192
Parkinsons	2	22	192	95	97
Wdbc	2	30	569	284	285
Iris	3	4	150	75	75
Wine	3	13	178	90	88
Breast Tissue	6	9	106	44	62
Glass	6	9	214	110	104
Seeds	3	7	210	105	105
Waveform (version 2)	3	21	5000	2500	2500