For example, for datasets with four classes of exposure (never, seldom, often, always), we recoded the classes as 0, 2, 4, 6 hours/day.
Table 7 Dataset 3 running time results Component Time ReadCSV 1.145 sec BuildContextModel 0.063 sec BuildRealtimeModel 0.011 sec CheckRealTime (average) 1432 ns Table 8 Anomalous Examples for dataset 3 Time Day Of Week Cars Per 5 min Time Of Day 2760 3 76 0 3060 3 44 0 2820 4 0 0 0 0 0 0 540 0 -8 0. We present the validation of our work in two ways.
For example, for German dataset, SVM with CFS gives an average accuracy value equals to 72.70% when the CFS is used as a feature selection method while SVM with IGRF gives an average accuracy equal to 75.6%.
For example, for each dataset uploaded to SEEK, the JERM describes what type of experiment it was, what was measured, and what the values in the dataset mean.
For example, for the dataset with 13× sequencing depth, SOAPdenovo alone assembled 2320 complete genes, and GeneStitch assembled 1070 more (i.e. a 46% improvement).
For example, for the datasets in which the species trees had one [three] NNI error(s), the average error rate of the TreeFix-DTL and AnGST trees were 61.3 [40.0%] and 59.1%[38.6%%] smaller than that of the RAxML trees, respectively.
For example, the rules for dataset #3 are shown in Table 8.
Some datasets had consistently good goodness-of-fit with all protection functions; for example, for the White/varicella dataset it ranged from 0.984 to 1.000, for the Swedish pertussis PT dataset from 0.922 to 0.975.
Fig. 13 Face examples: some pose examples for the dataset acquired in the lab.
For example, a dataset destined for a disease association study may be pre-screened using PCA in order to detect and remove population structure so as to minimise noise in the final study.
