Question: elaborate and explain these results Kernel: linear Best Hyperparameters: {'C': 100} Accuracy: 0.998 Classification Report: precision recall f1-score support stable 0.99 1.00 1.00 693 unstable

elaborate and explain these results Kernel: linear Best Hyperparameters: {'C': 100} Accuracy: 0.998 Classification Report: precision recall f1-score support stable 0.99 1.00 1.00 693 unstable 1.00 1.00 1.00 1307 accuracy 1.00 2000 macro avg 1.00 1.00 1.00 2000 weighted avg 1.00 1.00 1.00 2000 Kernel: poly Best Hyperparameters: {'C': 100, 'coef0': 1, 'degree': 2} Accuracy: 0.995 Classification Report: precision recall f1-score support stable 0.99 1.00 0.99 693 unstable 1.00 0.99 1.00 1307 accuracy 0.99 2000 macro avg 0.99 1.00 0.99 2000 weighted avg 1.00 0.99 1.00 2000 Kernel: rbf Best Hyperparameters: {'C': 100, 'gamma': 0.001} Accuracy: 0.9955 Classification Report: precision recall f1-score support stable 0.99 0.99 0.99 693 unstable 1.00 1.00 1.00 1307 accuracy 1.00 2000 macro avg 0.99 1.00 1.00 2000 weighted avg 1.00 1.00 1.00 2000

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!