Model Performance
ML Dashboard
Monitor model performance, feature importance, and evaluation metrics
Project Timeline
Milestone 4: Web Application (Current)
Gradient Boosting
Best Model
98.47%
R² Score
8.42 days
RMSE
25+
Features
50,000+
Training Data
5
CV Folds
R² Score (%)
Higher is better
RMSE (Days)
Lower is better
MAE (Days)
Lower is better
Best Model: Gradient Boosting
WinnerHyperparameters
n_estimators: 150
learning_rate: 0.1
max_depth: 5
Train Performance
R²: 99.12%
MAE: 3.21 days
Test Performance
R²: 98.47%
RMSE: 8.42 days
Cross-Validation
CV R²: 98.45%
Std: ±0.28%