Table 1. Number of examples from each category in each test for training and testing, for the different datasets used.
dataset | normal training data | number of set examples | ||
---|---|---|---|---|
train | test | |||
normal | normal | abnormal | ||
ball bearings | new | 500 | 3650 | 913 |
worn out | 500 | 413 | 4150 | |
iris | setosa | 17 | 33 | 50 |
versicolour | 17 | 33 | 50 | |
virginica | 17 | 33 | 50 | |
sonar | metal | 50 | 47 | 111 |
rock | 50 | 61 | 97 | |
wines | 3,4,5 | 500 | 1140 | 3258 |
4,5,6 | 500 | 3318 | 1080 | |
5,6,7 | 500 | 4035 | 363 | |
6,7,8 | 500 | 2753 | 1645 | |
7,8,9 | 500 | 560 | 3838 |