/Glass-class

Classification algorithm to predict the classification of glass based on their properties

Primary LanguageJupyter Notebook

USING CLASSIFICATION ALGORITHM TO CLASSIFY GLASSES INTO GLASS TYPES BASED ON THEIR COMPONENTS

This projects aims at:

  • Determining the features which affects the Type of glass significantly
  • Building a classification model to classify the glasses based on their features

DESCRIPTION OF THE DATASET

  1. RI - refractive index
  2. Na - Sodium percentage
  3. Mg - Magnesium percentage
  4. Al - Aluminum percentage
  5. Si - Silicon percentage
  6. K - Potassium percentage
  7. Ca - Calcium percentage
  8. Ba - Barium percentage
  9. Fe - Iron percentage
  10. Type - Type of glass
  • 1 - building windows (float processed)
  • 2 - building windows (non-float processed)
  • 3 - vehicle windows (float processed)
  • 5 - containers
  • 6 - tableware
  • 7 - headlamps