Table 2. Comparison of p-values of example pairs for different tests in the yeast example.

Pair	ID	Test 0	Test I	Test II	Test III
7.9, 10.14	0.20 (U)	<10−7	<10−7	<10−7	<10−7
13.6, 10.14	0.043 (U)	3.9*10−5	7.9*10−5	2.6*10−4	4.5*10−4
13.6, 7.9	−0.014 (U)	<10−6	<10−6	2.4*10−4	0.39
10.14, 16.2	0.048 (U)	4*10−5	2*10−5	2.6*10−4	2.3*10−4
7.8, 12.13	0.060 (U)	3*10−6	8*10−5	0.013	0.016
9.7, 14.11	0.063 (U)	<10−6	<10−6	<10−6	8*10−7
9.6, 14.11	0.044 (U)	6*10−5	6.6*10−5	7.8*10−5	8.3*10−5
7.9, 10.14	0.17 (O)	<10−7	<10−7	<10−7	<10−7
13.6, 10.14	0.073 (O)	<10−6	<10−6	<10−6	1*10−6
13.6, 7.9	−0.015 (O)	<10−6	<10−6	1.8*10−4	0.76
7.8, 14.9	0.046 (O)	2.8*10−5	3.4*10−5	6.8*10−5	7.2*10−5
1.2, 7.15	0.046 (O)	3.3*10−5	7.6*10−5	9.5*10−5	8.6*10−5
10.14, 16.7	0.045 (O)	4.4*10−5	5.3*10−5	7*10−5	7.1*10−5
2.12, 4.23	0.044 (O)	4.6*10−5	1.2*10−4	1.1*10−4	1.1*10−4

Symbols U and O stand for uniform and optimal binning respectively.