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Update README.md
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‎README.md

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@@ -52,8 +52,17 @@ The projects are divided into various categories listed below -
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- ***Ordinal Encoding*** : Categories to ordered numerical values.
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- ***One Hot Encoding*** : It creates a dummy variable with value 0 to n(unique value count in the column) for each category value.Extra columns are created.
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## Comparison on Datasets
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| Social Network Ads | Accuracy|
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| ----------- | ----------- |
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| Support Vector Machine | 90.83% |
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| Random Forest Classifier | 90.0% |
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| Random Forest Regressor | 61.8% |
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| Iris Dataset | Accuracy|
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| ----------- | ----------- |
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| KNN | 98.3% |
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| Decision Tree | 96.7% |
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