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sesiuni:ml:arrhythmia-day2 [2014/07/17 16:29] victor |
sesiuni:ml:arrhythmia-day2 [2014/07/18 09:19] (current) victor |
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| - | Practical Session, 17/07/2014 | + | ==Classifying Arrhythmia Patterns== |
| - | **Classifying Arrhythmia Patterns** | + | Practical Session, 17/07/2014 |
| **Datasets** | **Datasets** | ||
| Line 22: | Line 22: | ||
| * 53% for using the classical Naive Bayes. | * 53% for using the classical Naive Bayes. | ||
| - | The purpose of this tutorial is to experiment with: | + | The purpose of this practical session is to experiment with: |
| * Preprocess data to normalize and replace missing values | * Preprocess data to normalize and replace missing values | ||
| * Classify arrhythmia patterns using naive bayes | * Classify arrhythmia patterns using naive bayes | ||
| * Compute performance using n-fold cross-validation | * Compute performance using n-fold cross-validation | ||
| - | Check out the RandomForestClassifier. \\ | + | Check out also the RandomForestClassifier. \\ |
| What's the performance you get when using it? | What's the performance you get when using it? | ||