Table 1 Prediction accuracy measured with the average of the 10 random partitions using the Spearman correlation (ASC) for each testing (tst) percentage for the BPMTME and BPME models
BPMTMEBPME
tst = 10%tst = 20%tst = 30%tst = 40%tst = 50%tst = 10%tst = 20%tst = 30%tst = 40%tst = 50%
Trait–EnvASCASCASCASCASCASCASCASCASCASC
110.6250.5750.7100.6350.5970.4800.5740.5740.5510.553
210.6930.5680.7050.5660.5420.5330.5270.5600.5720.546
120.8150.5710.6940.6150.5510.4920.3950.4520.4230.397
220.5480.5530.6850.6120.5410.5970.6270.6080.6090.590
130.7540.5750.7150.6230.5180.6130.6350.6160.5810.569
230.6100.5900.7060.6280.5590.5390.6010.5560.6000.597
Average0.6740.5720.7020.6130.5510.5420.5600.5610.5560.542
S1SDSDSDSDSDSDSDSDSDSD
110.1180.1040.0600.0450.0500.0530.0180.0180.0130.016
210.1040.1180.0460.0590.0450.0330.0260.0250.0130.007
120.0480.1130.0320.0610.0510.0260.0250.0160.0140.009
220.1360.1160.0720.0650.0450.0320.0320.0150.0100.011
130.0770.1350.0450.0470.0480.0330.0300.0180.0120.011
230.1020.1180.0620.0500.0430.0330.0190.0140.0130.008
Trait–EnvMeanMeanMeanMeanMeanMeanMeanMeanMeanMean
110.7280.5140.7400.6430.5810.4990.5810.5840.5480.561
210.5610.6300.7110.5870.5440.5110.5500.5610.5840.561
120.5370.6230.6680.6470.5670.5290.4020.4370.4390.416
220.5310.5750.7210.6250.5500.6130.6410.5910.6160.600
130.5710.6330.6740.6130.5220.6070.6180.5930.5640.570
230.6400.5380.7110.6360.5680.5700.5740.5440.5880.585
Average0.5950.5850.7040.6250.5550.5550.5610.5520.5570.549
S2SDSDSDSDSDSDSDSDSDSD
110.0740.1220.0440.0500.0540.0460.0230.0160.0150.012
210.1540.0980.0570.0550.0610.0390.0280.0260.0140.007
120.1440.0880.0410.0560.0390.0230.0250.0140.0130.010
220.1420.1080.0550.0540.0350.0250.0290.0200.0120.012
130.1370.1120.0650.0580.0400.0300.0270.0170.0130.010
230.1050.1350.0640.0510.0430.0320.0200.0140.0140.006
  • SD denotes standard deviations.