From: Semantic biclustering for finding local, interpretable and predictive expression patterns
Split | DOT | IDiscs | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Build ARFF | Build model | Test model | Build ARFF | Build model | Best model | |||||
J48 | JRip | J48 | JRip | J48 | JRip | J48 | JRip | |||
1 | 1,033 | 1,237 | 26,810 | 17.00 | 23.44 | 274 | 59.59 | 510.84 | 3.08 | 3.11 |
2 | 1,091 | 1,503 | 21,384 | 19.45 | 18.67 | 272 | 38.03 | 557.92 | 2.93 | 3.19 |
3 | 1,042 | 1,076 | 19,519 | 19.09 | 18.19 | 287 | 71.62 | 363.00 | 3.16 | 3.16 |
4 | 1,096 | 1,300 | 20,054 | 17.59 | 19.07 | 270 | 64.65 | 438.87 | 3.16 | 3.25 |
5 | 1,127 | 2,010 | 20,605 | 18.61 | 21.22 | 278 | 39.47 | 941.30 | 3.20 | 3.64 |
6 | 1,121 | 1,999 | 24,568 | 19.38 | 18.69 | 260 | 39.77 | 550.50 | 3.11 | 3.05 |
7 | 1,097 | 1,656 | 25,279 | 18.90 | 18.60 | 281 | 47.61 | 288.14 | 2.98 | 3.00 |
8 | 1,058 | 1,087 | 22,459 | 26.47 | 18.48 | 269 | 44.00 | 641.16 | 3.14 | 3.26 |
9 | 1,023 | 1,236 | 14,062 | 17.81 | 18.24 | 288 | 54.83 | 201.10 | 3.25 | 2.91 |
10 | 1,268 | 1,583 | 27,299 | 18.81 | 21.07 | 276 | 42.83 | 506.14 | 2.96 | 3.06 |
\(\bar {x}\) | 1,096 | 1,469 | 22,204 | 19.31 | 19.57 | 629.4 | 50.24 | 499.9 | 3.10 | 3.16 |
s d(x) | ±70.6 | ±343 | ±3,995 | ±2.64 | ±1.75 | ±32.3 | ±11.78 | ±204.8 | ±0.11 | ±0.2 |