Model Zoo
Model trained on collected data to reflect the relationship between detection performance and allocated resources, client demands, etc.
Model Training Script
Linear Regression
R-squared score: 0.2175698502351323
Polynomial 2D
R-squared score: -0.08206760498651833
Polynomial 3D
R-squared score: -3.8662969251573465
Polynomial 4D
R-squared score: -28.528363175760138
Polynomial 5D
R-squared score: -21.24660460319351
Random Forest
R-squared score: 0.5111205895308786
Decision Tree
R-squared score: -0.13647826013582565
Ridge Model
R-squared score: 0.21504422624168196
Lasso Model
R-squared score: 0.2175698494923205
Elastic Net
R-squared score: 0.21671176861135177
SVM Model
R-squared score: -0.21675755593104884