Data-Science-Human-Activity-Calssification_With_Sensor_Data

Project developed in Topics of Data Science , @ DEI(22/2023)

Classification of human activity based in sensor data:

-> Outliers removal (Z-score, DBSCAN, K-means)

-> Feature Selection (PCA, Fisher, Relief-F, Forward Feature Selection)

-> Data Partitioning (Train/Test, Train/Validation/Test, K-Fold)

-> Classification (Knn, Neuronal Network)

Final Grade 20/20