January 2020
Intermediate to advanced
346 pages
9h 8m
English
Content preview from Hands-On Genetic Algorithms with Python
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Selecting the features for the classification Zoo dataset
The UCI Machine Learning Repository (https://archive.ics.uci.edu/ml/index.php) maintains over 350 datasets as a service to the machine learning community. These datasets can be used for experimentation with various models and algorithms. A typical dataset contains a number of features (inputs) and the desired output, in a form of columns, with a description of their meaning.
In this section, we will use the UCI Zoo dataset (https://archive.ics.uci.edu/ml/datasets/zoo). This dataset describes 101 different animals using the following 18 features:
|
No. |
Feature Name |
Data Type |
|
1 |
animal name |
Unique for each instance |
|
2 |
hair |
Boolean |
|
3 |
feathers |
Boolean ... |
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