Davide Chicco

1. The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
   2020/01/02 by Davide Chicco, Giuseppe Jurman · 99 citations
   Computer Science · #Data Mining Algorithms and Applications #Imbalanced Data Classification Techniques #Text and Document Classification Technologies
2. The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
   2021/07/05 by Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · 32 citations
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Forecasting Techniques and Applications #Statistical Methods and Inference
3. Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone
   2020/02/03 by Davide Chicco, Giuseppe Jurman · 5 citations
   Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #Heart Failure Treatment and Management #Machine Learning in Healthcare
4. Semi-automated genome annotation using epigenomic data and Segway
   2016/10/17 by Eric G. Roberts, Mickaël Mendez, Coby Viner +7 · 1 voice · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Genomics and Chromatin Dynamics #Genomics and Phylogenetic Studies
5. An unsupervised clustering analysis of breast cancer data derived from electronic health records enhanced through UMAP dimensionality reduction
   2026/07/21 by Davide Chicco, Nicoletta Benvenuto
   #cs.LG #q-bio.QM