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Effect of class weight tuning on SVM decision boundaries for the Telco 1 dataset based on F1-score metric.

Journal: PeerJ Computer Science

Article Title: Optimized customer churn prediction using tabular generative adversarial network (GAN)-based hybrid sampling method and cost-sensitive learning

doi: 10.7717/peerj-cs.2949

Figure Lengend Snippet: Effect of class weight tuning on SVM decision boundaries for the Telco 1 dataset based on F1-score metric.

Article Snippet: Interestingly, the SVM algorithm performed well on both the Telco 3 and insurance datasets, particularly with moon-shaped clusters as shown in and .

Techniques:

Effect of class weight tuning on SVM decision boundaries for the Telco 3 dataset based on F1-score metric.

Journal: PeerJ Computer Science

Article Title: Optimized customer churn prediction using tabular generative adversarial network (GAN)-based hybrid sampling method and cost-sensitive learning

doi: 10.7717/peerj-cs.2949

Figure Lengend Snippet: Effect of class weight tuning on SVM decision boundaries for the Telco 3 dataset based on F1-score metric.

Article Snippet: Interestingly, the SVM algorithm performed well on both the Telco 3 and insurance datasets, particularly with moon-shaped clusters as shown in and .

Techniques: