Table 1

Wild-type motif classifier performance Download Figure 4-1, TIF file.

ComparisonMotifs (number)Cv error (%)Cv error StdMc error (%)Mc EPRM error (%)RM error Std
Wild type
Day/night 15 0.20 0.63 50.0 2.25 9.25 2.50
Day 5/day 6 93 20.2 9.60 50.0 3.18 45.8 4.09
Night 5/night 6 85 19.8 8.09 50.0 3.18 48.3 6.00
Day hours
09-10 102 6.39 1.23 7.14 0.44 7.67 0.26
10-11 1 7.37 0.31 7.14 0.44 7.18 0.10
11-12 5 7.20 0.23 7.14 0.44 7.15 0.03
12-13 9 7.06 0.34 7.14 0.44 7.19 0.08
13-14 1 7.14 0.12 7.14 0.44 7.14 0
14-15 1 7.14 0.12 7.14 0.44 7.14 0
15-16 1 7.11 0.14 7.14 0.44 7.14 0
16-17 1 7.09 0.15 7.14 0.44 7.14 0
17-18 1 7.14 0.12 7.14 0.44 7.14 0
18-19 1 7.14 0.12 7.14 0.44 7.14 0
19-20 1 7.14 0.12 7.14 0.44 7.14 0
20-21 3 7.11 0.27 7.14 0.44 7.15 0.01
21-22 1 7.14 0.12 7.14 0.44 7.14 0
22-23 1 7.14 0.12 7.14 0.44 7.15 0.03
Night hours
23-24 23 0.69 0.47 10.0 0.60 6.57 1.23
24–01 177 9.84 1.83 10.0 0.60 11.6 0.78
01–02 5 9.92 0.51 10.0 0.60 10.0 0.05
02-03 88 9.72 1.18 10.0 0.60 10.4 0.31
03-04 1 10.0 0.17 10.0 0.60 10.0 0.04
04-05 22 9.92 0.47 10.0 0.60 10.1 0.07
05-06 1 10.0 0.17 10.0 0.60 10.0 0
06-07 1 10.0 0.17 10.0 0.60 10.0 0.02
07-08 3 9.84 0.34 10.0 0.60 10.0 0.01
08-09 1 10.0 0.17 10.0 0.60 10.0 0.01
Morning/evening 229 33.2 2.32 50.0 0.85 44.7 0.96
Early/late night 26 36.4 2.18 50.0 1.00 43.4 1.55
  • A table showing the performance of each wild-type motif classifier. Each classifier sought to separate the data shown in the comparison column, e.g., day/night. For the hourly comparisons, each hour was compared with data from all other hours grouped together. For each comparison, 250 motifs were chosen by mRMR, then a smaller number were retained (see motifs column) based on classification error curves (Extended Data Fig. 4-1A). Cv, 10-fold cross validated; Std, SD across the 10 folds; Mc, majority class classifier; EP, SE of proportion; RM, classifiers built from random motif subsets.