Machine Learning, Signal Processing, Exploratory Data Analysis, Ensemble Learning, Logistic Regression.
accuracy is slightly improved using Linear Support Vector Classifier. We got 96.47% correctly classified states, confusion between ‘sitting’ and ‘standing’ class is still the same, but confusion between dynamic states like ‘walking’, ‘walking downstairs’ and ‘walking upstairs’ is slightly reduced.