- Data set obtained from a Wireless Sensor Network and description can be found here:
- The processed data set used for this task is uploaded
Summary of techniques and algorithms used:
- Feature Extraction using measures of central tendency
- Bootstrap to calculate standard deviation estimate for the population parameters
- Logistic Regression
- L1 penalized Logistic Regression
- Naive Bayes Classifier - Gaussian and Multinomial