fennecinspace/Weka-Tuberculosis-Classification

Classify Tuberculosis 3D scans data using Weka with python into 5 severity classes

PythonGPL-3.0

Weka Tuberculosis Types Classification (Machine Learning Homework)

Tuberculosis Types Classification (5 types) using Weka

input : 3D chest scans data for Tuberculosis patients
output : a modele that classifies new chest data into one of 5 Tuberculosis types

GROUP:

Benkedadra Mohamed
Youcefi Mohemmed Yassine
Benkorreche Mohamed El Amine

CLI:

install requirements:
```
  sudo apt-get install python3
```
For help:
```
  python3 classifier.py -h
```

GUI:

install requirements:

  sudo apt-get install python3 python3-pip gnome-terminal
  sudo pip3 install eel==0.9.7

launch gui:
```
  cd gui
  python3 gui.py
```

FILES:

Train :

  $(pwd)/datasets/features/train/2classes/y_features_opt2_300_train.csv
  $(pwd)/datasets/features/train/2classes/z_features_opt2_300_train.csv
  $(pwd)/datasets/features/train/2classes/yz_features_opt2_600_train.csv

Val :

  $(pwd)/datasets/features/val/2classes/y_features_opt2_300_val.csv
  $(pwd)/datasets/features/val/2classes/z_features_opt2_300_val.csv
  $(pwd)/datasets/features/val/2classes/yz_features_opt2_600_val.csv

Train Val :

  $(pwd)/datasets/features/trainval/2classes/y_features_opt2_300_trainval.csv
  $(pwd)/datasets/features/trainval/2classes/z_features_opt2_300_trainval.csv
  $(pwd)/datasets/features/trainval/2classes/yz_features_opt2_300_trainval.csv