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. 2020 Apr 22;10:6804. doi: 10.1038/s41598-020-63347-3

Table 2.

Legend of Experimental Results.

Label Method Description
OP-Priors OutPredict-Priors OutPredict uses (i) Time series(TS) with steady-state(SS) data integrated (TS + SS) in one big Random Forest, and (ii) Gold standard data as priors to bias the integrated Random Forests for time series and steady-state data.
OP-TSonly OutPredict-TimeSeriesOnly No Priors: Time series alone; no other data.
DynGenie3 Dynamic Genie3 settings and hyper-parameter optimization as described in9
NN Neural Network one hidden layer as described in13
Pen. Value Penultimate Value the second to last time points of each time series is used as the prediction for the last one.