Research Article

[Retracted] Predicting Mental Health of Best Human Capital for Sustainable Organization through Psychological and Personality Health Issues: Shift from Traditional to Novel Machine Learning-Supervised Technique Approach

Table 2

Psychological issue model and ANN results.

MethodLayersNeuronAccuracyPrecisionRecallF1 scoreConfusion matrix

Psychological issues - ANN120.8860.8870.8760.871[26 2 6 28]
Psychological issues - ANN140.9020.8550.9230.855[27 1 4 30]
Psychological issues - ANN180.9020.8230.9230.839[27 1 4 30]
Psychological issues - ANN1160.2740.8710.8790.887[27 1 7 27]
Psychological issues - ANN1320.8110.8870.9090.902[27 1 5 29]
Psychological issues - ANN1640.8730.8870.9090.87[27 1 5 29]
Psychological issues - ANN11280.9380.8550.8910.889[26 2 5 29]
Psychological issues - ANN220.9020.8870.8810.354[0 28 0 34]
Psychological issues - ANN240.8730.9020.9090.886[27 1 5 29]
Psychological issues - ANN280.8540.870.820.879[27 1 11 23]
Psychological issues - ANN2160.8860.8530.9090.918[27 1 5 29]
Psychological issues - ANN2320.8870.8420.8880.887[25 3 4 30]
Psychological issues - ANN2640.9030.8870.9020.853[25 3 3 31]
Psychological issues - ANN21280.9030.8790.9020.919[25 3 3 31]
Psychological issues - ANN320.5480.9190.8730.902[0 28 0 34]
Psychological issues - ANN340.9050.9020.8030.902[26 2 11 23]
Psychological issues - ANN380.8340.9020.8760.354[26 2 6 28]
Psychological issues - ANN3160.9050.3540.9410.807[28 0 4 30]
Psychological issues - ANN3320.9070.8070.9020.874[25 3 3 31]
Psychological issues - ANN3640.8270.8740.8670.891[23 5 3 31]
Psychological issues - ANN31280.9070.9390.8520.881[23 5 4 30]
Psychological issues - ANN420.8870.8410.8430.909[25 3 7 27]
Psychological issues - ANN440.8710.8860.8880.821[25 3 4 30]
Psychological issues - ANN480.8710.8790.8790.909[27 1 7 27]
Psychological issues - ANN4160.9190.9180.920.888[26 2 3 31]
Psychological issues - ANN4320.8870.8870.8840.885[24 4 3 31]
Psychological issues - ANN4640.8550.8530.8550.854[24 4 5 29]
Psychological issues - ANN41280.8870.8870.8840.885[24 4 3 31]
Psychological issues - ANN520.5480.2740.8710.943[0 28 0 34]
Psychological issues - ANN540.9030.9020.9050.854[26 2 4 30]
Psychological issues - ANN580.9110.9010.8790.807[25 3 4 30]
Psychological issues - ANN5160.8820.8720.9180.874[24 4 5 29]
Psychological issues - ANN5320.8670.8870.8870.891[23 5 6 28]
Psychological issues - ANN5640.8820.8560.8530.881[24 4 4 30]
Psychological issues - ANN51280.8620.9230.8790.354[24 4 3 31]

Source: own research.