An Efficient Outlier Detection with Deep Learning-Based Financial Crisis Prediction Model in Big Data Environment

Table 4

Comparative analysis of OALOFS-MLC algorithm with existing methodologies on German credit dataset.

German credit dataset
Methods	Sensitivity	Specificity	Accuracy	F-score	MCC	Kappa
OALOFS-MLC	97.36	97.06	98.75	97.31	96.13	96.19
PIO-FS	95.43	95.06	95.23	94.88	95.47	94.24
ACOFS	90.12	90.82	90.81	92.93	92.12	91.94
GWOFS	85.73	89.48	89.31	89.08	87.97	85.98
PSO-FS	81.28	83.02	79.42	79.17	80.22	80.36