ma_cisco_malware/run.sh

#!/usr/bin/env bash

python main.py --mode train \
                --train /tmp/rk/currentData.csv \
                --model /tmp/rk/results/simple_both \
                --epochs 25 \
                --hidden_char_dims 128 \
                --domain_embd 32 \
                --batch 256 \
                --balanced_weights \
                --model_output both

python main.py --mode test --batch 512 --model /tmp/rk/results/simple_both --test /tmp/rk/futureData.csv --model_output both

python main.py --mode train \
                --train /tmp/rk/currentData.csv \
                --model /tmp/rk/results/simple_client \
                --epochs 25 \
                --hidden_char_dims 128 \
                --domain_embd 32 \
                --batch 256 \
                --balanced_weights \
                --model_output client

python main.py --mode test --batch 512 --model /tmp/rk/results/simple_client --test /tmp/rk/futureData.csv --model_output client

python main.py --mode train \
                --train /tmp/rk/currentData.csv \
                --model /tmp/rk/results/simple_new_both \
                --epochs 25 \
                --hidden_char_dims 128 \
                --domain_embd 32 \
                --batch 256 \
                --balanced_weights \
                --model_output both \
                --new_model

python main.py --mode test --batch 512 --model /tmp/rk/results/simple_new_both --test /tmp/rk/futureData.csv --model_output both

python main.py --mode train \
                --train /tmp/rk/currentData.csv \
                --model /tmp/rk/results/simple_new_client \
                --epochs 25 \
                --hidden_char_dims 128 \
                --domain_embd 32 \
                --batch 256 \
                --balanced_weights \
                --model_output client \
                --new_model

python main.py --mode test --batch 512 --model /tmp/rk/results/simple_new_client --test /tmp/rk/futureData.csv --model_output client