1. Supervised only

Deep Learning (Neural Networks)

Gradient Boosted Trees (J48)

Random Tree (J48)

2. Unsupervised only

K-means

3. Hybrid (Deep Learning)

Without Feature Selection

With Feature selection (0.5)

With Feature selection (1.0 more feature)

4. Hybrid (J48)

Gradient Boosted Trees

Without Feature Selection

With Feature Selection (0.5)

With Feature Selection (1.0)

5. Hybrid with NSL-KDD (j48)

Without Feature Selection

With Feature Selection (0.5)

With Feature Selection (1.0)

6. Hybrid with NSL-KDD (Deep Learning)

Without Feature Selection

With Feature Selection (0.5)

With Feature Selection (1.0)