Table 6 T -test statistical significance testing using F-measure
From: Voting-based consensus clustering for combining multiple clusterings of chemical structures
Paired differences | Sig. (2-tailed) | |||||
|---|---|---|---|---|---|---|
Mean | Std. deviation | Std. error mean | 95% Confidence interval of the difference | |||
Lower | Upper | |||||
a) ALOGP: | ||||||
Pair 1: CVAA - Wards | 15.37 | 1.77 | 0.72 | 13.50 | 17.23 | 0.000004 |
Pair 2: CVAA -CSPA | 19.16 | 2.11 | 0.86 | 16.95 | 21.38 | 0.000003 |
Pair 3: CVAA - HGPA | 17.24 | 1.75 | 0.71 | 15.40 | 19.08 | 0.000002 |
b) ECFP_4: | ||||||
Pair 1: CVAA - Ward | 17.25 | 5.48 | 2.24 | 11.49 | 23.01 | 0.000589 |
Pair 2: CVAA - CSPA | 22.01 | 6.41 | 2.62 | 15.27 | 28.75 | 0.000391 |
Pair 3: CVAA – HGPA | 20.84 | 5.95 | 2.43 | 14.58 | 27.09 | 0.000357 |