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glass-class's Introduction

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

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