This repository contains a Jupyter Notebook for classifying different types of fruits based on various attributes. The notebook utilizes the popular Python libraries pandas and matplotlib to analyze and visualize fruit data.
The dataset used in this project includes information about different fruits, such as:
fruit_label: Numeric label for the fruitfruit_name: Name of the fruitfruit_subtype: Subtype of the fruitmass: Mass of the fruit in gramswidth: Width of the fruit in cmheight: Height of the fruit in cmcolor_score: A score representing the color of the fruit
The initial rows of the dataset are as follows:
| fruit_label | fruit_name | fruit_subtype | mass | width | height | color_score |
|---|---|---|---|---|---|---|
| 1 | apple | granny_smith | 192 | 8.4 | 7.3 | 0.55 |
| 1 | apple | granny_smith | 180 | 8.0 | 6.8 | 0.59 |
| 1 | apple | granny_smith | 176 | 7.4 | 7.2 | 0.60 |
| 2 | mandarin | mandarin | 86 | 6.2 | 4.7 | 0.80 |
| 2 | mandarin | mandarin | 84 | 6.0 | 4.6 | 0.79 |