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

Table 9.

Ensemble model trained on TVAE generated dataset

Classifier Cancer class A B C D E
Evaluation metrics
Ensemble model Precision 0.68 0.80 0.82 0.75 0.72
Recall 0.56 0.79 0.72 0.97 0.67
F1-score 0.61 0.79 0.77 0.84 0.69
Weighted accuracy 0.765

A: High-grade serous ovarian cancer; B: Human diffuse-type gastric cancer; C: Intrahepatic cholangiocarcinoma; D: Non BRCA1/BRCA2 familial breast cancer; E: Pancreatic adenocarcinoma