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. 2022 Nov 18;23:496. doi: 10.1186/s12859-022-05050-w

Table 4.

Results based on precision for the proposed classifiers under study

Cancer classes Classification algorithms (precision)
KNN SVM Neural network Ensemble
High-grade serous ovarian cancer 0.56 0.66 0.75 0.76
Human diffuse type gastric cancer 0.88 0.83 0.83 0.82
Intrahepatic cholangiocarcinoma 0.79 0.85 0.85 0.84
Non BRCA1/BRCA2 familial breast cancer 0.82 0.84 0.89 0.89
Pancreatic adenocarcinoma 0.60 0.62 0.78 0.83