/ensemble

Primary LanguagePython

Ensemble Model Based on an Improved Convolutional Neural

This is a PyTorch/GPU implementation of the paper Ensemble Model Based on an Improved Convolutional Neural:

@Article{EnsembleModelBasedOnAnImprovedConvolutionalNeural2022,
 Add the final citation
}

Catalog

  • Download NSL-KDD and pretrains
  • Train
  • Test and ensemble to pretrain models

Download NSL-KDD dataset

Download the NSL-KDD dataset on your local, run code bellow on project root

./download.sh

After that, you will see new ./Data directory on project root.

Train new classifiers

python train.py --dir ./Data

Test

Download Pretrains

./download_pretrains.sh

Now there will be existed ./Pretrains directory.

Evaluation

python eval.py --pretrain ./Pretrains

Licence