From The Below Table Where The Target Is To Predict Play Or Not #462
From the below table where the target is to predict play or not (Yes or No) based on weather condition, the Gini index for Climate = Rainy and Climate = Winter are the same.</p> <table style="width: 75%"> <tr> <td>Day</td> <td>Climate</td> <td>Temperature</td> <td>Wind</td> <td>Decision</td> </tr> <tr> <td>1</td> <td>Sunny</td> <td>Cool</td> <td>Strong</td> <td>Yes</td> </tr> <tr> <td>2</td> <td>Sunny</td> <td>Hot</td> <td>Weak</td> <td>No</td> </tr> <tr> <td>3</td> <td>Rainy</td> <td>Medium</td> <td>Weak</td> <td>Yes</td> </tr> <tr> <td>4</td> <td>Winter</td> <td>Cool</td> <td>Weak</td> <td>Yes</td> </tr> <tr> <td>5</td> <td>Rainy</td> <td>Cool</td> <td>Strong</td> <td>No</td> </tr> <tr> <td>6</td> <td>Winter</td> <td>Cool</td> <td>Strong</td> <td>No</td> </tr> <tr> <td>7</td> <td>Sunny</td> <td>Hot</td> <td>Strong</td> <td>No</td> </tr> </table>
This multiple choice question (MCQ) is related to the book/course
gs gs126 Neural Networks.
It can also be found in
gs gs126 Decision Trees - Classification Tree - Quiz No.1.
From the below table where the target is to predict play or not (Yes or No) based on weather condition, the Gini index for Climate = Rainy and Climate = Winter are the same.
| Day | Climate | Temperature | Wind | Decision |
| 1 | Sunny | Cool | Strong | Yes |
| 2 | Sunny | Hot | Weak | No |
| 3 | Rainy | Medium | Weak | Yes |
| 4 | Winter | Cool | Weak | Yes |
| 5 | Rainy | Cool | Strong | No |
| 6 | Winter | Cool | Strong | No |
| 7 | Sunny | Hot | Strong | No |
True
False
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