How to Run the Program

1- Extract the files into a directory

2- Open a terminal and navigate to the directory of step 1

3- Run the following command:

python nb_classifier.py V=2 N=2 D=0.01 TEST=test.txt TRAIN=train.txt

The values of V (0, 1, 2), N (1, 2, 3) are integers, D is a number between 0 and 1, TEST and TRAIN are the files for testing and training

3.1- Use V=3 to Run the BYOM :

python nb_classifier.py V=3 TEST=test.txt TRAIN=train.txt

3.2- To find the optimized hyperparameters for the BYOM, run the following command:

python hparam_optimizer.py

Name		Name	Last commit message	Last commit date
Latest commit History 41 Commits
README.md		README.md
eval_0_2_0.01.txt		eval_0_2_0.01.txt
eval_1_3_1.0.txt		eval_1_3_1.0.txt
eval_2_2_0.5.txt		eval_2_2_0.5.txt
eval_myModel.txt		eval_myModel.txt
hparam_optimizer.py		hparam_optimizer.py
nb_classifier.py		nb_classifier.py
ngram.py		ngram.py
test-tweets-given.txt		test-tweets-given.txt
trace_0_1_0.0.txt		trace_0_1_0.0.txt
trace_0_2_0.01.txt		trace_0_2_0.01.txt
trace_1_2_0.5.txt		trace_1_2_0.5.txt
trace_1_3_1.0.txt		trace_1_3_1.0.txt
trace_2_2_0.3.txt		trace_2_2_0.3.txt
trace_2_2_0.5.txt		trace_2_2_0.5.txt
trace_myModel.txt		trace_myModel.txt
training-tweets.txt		training-tweets.txt
util.py		util.py

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