Table 15 Out-of-sample predictive power assessment using PLSpredict.
PLS | LM | PLS-LM | |||
---|---|---|---|---|---|
Variables | Excess kurtosis | Skew ness | MAE | MAE | MAEPLS- MAELM |
Last Recorded Expenditure | 1.692 | 1.541 | 23098588 7.427 | 23657851 3.043 | −5592625.616 |
Last Recorded Income | 1.773 | 1.630 | 20747113 7.657 | 21230706 5.044 | −4835927.387 |
RMSE | RMSE | RMSEPLS- RMSELM | |||
---|---|---|---|---|---|
Interactivity | 0.934 | −0.904 | 870.313 | 873.240 | −2.927 |
Action | −0.605 | 0.554 | 943.638 | 942.115 | 1.523 |
Information | 2.151 | −1.805 | 798.812 | 798.696 | 0.115 |