checkFull |
Check whether the sample set is full |
dataSplit |
Main function of data splitting algorithm |
DP.initialSample |
Initial sampling of DUPLEX |
DP.reSample |
Repeat sampling of DUPLEX |
DSAM_test_largeData |
large test dataset |
DSAM_test_modData |
Moderate test dataset |
DSAM_test_smallData |
Small test dataset |
DUPLEX |
'DSAM' - DUPLEX algorithm |
getAUC |
Get the AUC value between two datasets |
getMax |
Get the maximum of the output column from the original data set |
getMean |
Get the mean and standard deviation of the output column from the original data set |
getMin |
Get the minimum of the output column from the original data set |
getSnen |
Get sampling number of each SOM neuron |
MDUPLEX |
'DSAM' - MDUPLEX algorithm |
par.default |
Default parameter list |
remainUnsample |
Get the remain unsampled data after 'SSsample' |
SBSS.P |
'DSAM' - SBSS.P algorithm |
selectData |
Select specific split data |
somCluster |
Self-organized map clustering |
SOMPLEX |
'DSAM' - SOMPLEX algorithm |
SS |
'DSAM' - SS algorithm |
SSsample |
Core function of SS sampling |
standardise |
Standardized data |
TIMECON |
'DSAM' - Time-consecutive algorithm |