Machine learning framework with feature selection approaches for thyroid disease classification and associated risk factors identification

Journal of Electrical Systems and Information Technology

Table 7 The performance metrics of the algorithms after applying LASSO

Algorithm	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
KNN	96	74	91	80
RF	99	97	92	95
DT	99	95	92	94
SVM	94	66	91	73
AB	98	83	77	79
GB	97	79	77	78

Algorithm	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
KNN	96	74	91	80
RF	99	97	92	95
DT	99	95	92	94
SVM	94	66	91	73
AB	98	83	77	79
GB	97	79	77	78

Algorithm	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
KNN	96	74	91	80
RF	99	97	92	95
DT	99	95	92	94
SVM	94	66	91	73
AB	98	83	77	79
GB	97	79	77	78

Algorithm	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
KNN	96	74	91	80
RF	99	97	92	95
DT	99	95	92	94
SVM	94	66	91	73
AB	98	83	77	79
GB	97	79	77	78