Bioinformatics Modeling with Recursion and Autoencoder-Based Ensemble


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Documentation for package ‘BioMoR’ version 0.1.0

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biomor_benchmark Benchmark a trained model
biomor_run_pipeline Run full BioMoR pipeline
brier_score Compute Brier Score
calibrate_model Calibrate model probabilities
compute_f1_threshold Compute optimal threshold for maximum F1 score
get_cv_control Get caret cross-validation control
get_embeddings Get Embeddings from Autoencoder (stub)
prepare_model_data Prepare dataset for modeling
train_autoencoder Train Autoencoder (stub)
train_biomor Train BioMoR Autoencoder
train_rf Train a Random Forest model with caret
train_xgb_caret Train an XGBoost model with caret