Pipeline PySpark pour la classification de particules en physique des hautes énergies (dataset HEPMASS). Inclut le prétraitement distribué, l'entraînement de modèles (régression logistique, arbres de ...

Logistic regression was ... The ICC for predicted versus actual was 0.98 for AL and 0.96 for AL/CR. The ICC for predicted vs actual was 0.98 for AL and 0.96 for AL/CR. Using percentiles to estimate ...

Logistic regression ... between predicted and observed probabilities in both the training and validation sets. The model had higher net benefits than the strategy assuming all participants either at ...

For the control point, PROF calculates tables and plots of: The results of an analysis can be exported to an Excel file for further use. The SFPOF and probability of failure results from a basic PROF ...

For each league, the application computes several statistics (features) about the teams, including their form, the performance of the last N matches, etc. The stats are computed for both the home team ...

Decoding is accomplished using a hierarchical logistic regression (HLR) model that is based on ... For each time point in the validation dataset we predicted the probability that each category was ...