Research Article
[Retracted] Machine Learning Algorithms for Prediction of Survival Curves in Breast Cancer Patients
Table 20
Results with standard deviation of predictor classification using h2o in TCGA.
| Algorithm | AUC | ACC | Average ACC per class | MSE | Average MSE per class |
| Standard variables and without replication | DL | | | | | | XGBoost | | | | | | GBM | | | | | | RF | | | | | | Replicated and unbalanced TCGA | DL | | | | | | XGBoost | | | | | | GBM | | | | | | RF | | | | | | GLM | | | | | | Replicated and balanced TCGA | DL | | | | | | XGBoost | | | | | | GBM | | | | | | RF | | | | | | GLM | | | | | |
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