Table 6.

The complexity–performance relationship for models selected by the TPOT optimization for each selected model.

Model	Accuracy	Precision	Recall	ROC AUC	Pipeline Complexity
A1. Default TPOT	0.923	0.83	1.00	0.937	2
Pr-1 (RF)	0.846	0.50	0.50	0.704	1
A2. SVM-TPOT	0.846	0.71	1.00	0.889	4
Pr-1	0.846	0.67	1.00	0.875	3
Pr-2	0.846	0.67	1.00	0.875	2
Pr-3	0.846	0.67	1.00	0.875	1
Pr-4	0.846	0.67	1.00	0.875	1
A3. NB-TPOT	0.615	0.44	1.00	0.722	1
A4. ANN-MLP-TPOT	0.615	0.44	1.00	0.722	1