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504afaad BA |
1 | # Usage |
2 | ####### | |
3 | ||
4 | source("compareToCV.R") | |
5 | ||
6 | # rseed: >= 0 for reproducibility. | |
7 | compareToCV(data, target_column_index, rseed = -1) | |
e86bf24d BA |
8 | |
9 | # Average over N runs: | |
10 | ||
11 | > compareMulti(iris, 5, N=100) | |
12 | [1] "error agghoo vs. cross-validation:" | |
13 | [1] 0.04266667 0.04566667 | |
14 | ||
15 | > compareMulti(PimaIndiansDiabetes, 9, N=100) | |
16 | [1] "error agghoo vs. cross-validation:" | |
17 | [1] 0.2579221 0.2645455 | |
8813de7f BA |
18 | |
19 | # WARNING: slow! | |
20 | > compareMulti(LetterRecognition, 1, N=100) | |
21 | [1] "error agghoo vs. cross-validation:" | |
22 | [1] 0.03870 0.04376 |