BMC Medical Informatics and Decision Making

Table 5 Comparison of the performance of the proposed model and various machine learning algorithms

From: A data-driven approach to a chemotherapy recommendation model based on deep learning for patients with colorectal cancer in Korea

Method	Precision	Recall	F1-score	AUC
Proposed	0.92	0.98	0.95	0.98
SVM	0.80	0.90	0.89	0.85
Decision Tree	0.90	0.94	0.93	0.93
K-NN	0.82	0.83	0.80	0.82
Random Forest	0.91	0.93	0.92	0.92

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ISSN: 1472-6947

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