Dataset Experiment 2

Columns
'Activity', 'AccX0.5Max', 'AccX0.5Min', 'AccX0.5Avg', 'AccX1Max', 'AccX1Min', 'AccX1Avg', 'AccX3Max', 'AccX3Min', 'AccX3Avg', 'AccX5Max', 'AccX5Min', 'AccX5Avg', 'AccY0.5Max', 'AccY0.5Min', 'AccY0.5Avg', 'AccY1Max', 'AccY1Min', 'AccY1Avg', 'AccY3Max', 'AccY3Min', 'AccY3Avg', 'AccY5Max', 'AccY5Min', 'AccY5Avg', 'AccZ0.5Max', 'AccZ0.5Min', 'AccZ0.5Avg', 'AccZ1Max', 'AccZ1Min', 'AccZ1Avg', 'AccZ3Max', 'AccZ3Min', 'AccZ3Avg', 'AccZ5Max', 'AccZ5Min', 'AccZ5Avg', 'GyrX0.5Max', 'GyrX0.5Min', 'GyrX0.5Avg', 'GyrX1Max', 'GyrX1Min', 'GyrX1Avg', 'GyrX3Max', 'GyrX3Min', 'GyrX3Avg', 'GyrX5Max', 'GyrX5Min', 'GyrX5Avg', 'GyrY0.5Max', 'GyrY0.5Min', 'GyrY0.5Avg', 'GyrY1Max', 'GyrY1Min', 'GyrY1Avg', 'GyrY3Max', 'GyrY3Min', 'GyrY3Avg', 'GyrY5Max', 'GyrY5Min', 'GyrY5Avg', 'GyrZ0.5Max', 'GyrZ0.5Min', 'GyrZ0.5Avg', 'GyrZ1Max', 'GyrZ1Min', 'GyrZ1Avg', 'GyrZ3Max', 'GyrZ3Min', 'GyrZ3Avg', 'GyrZ5Max', 'GyrZ5Min', 'GyrZ5Avg', 'LocX1.5Max', 'LocX1.5Min', 'LocX1.5Avg', 'LocX5Max', 'LocX5Min', 'LocX5Avg', 'LocX10Max', 'LocX10Min', 'LocX10Avg', 'LocY1.5Max', 'LocY1.5Min', 'LocY1.5Avg', 'LocY5Max', 'LocY5Min', 'LocY5Avg', 'LocY10Max', 'LocY10Min', 'LocY10Avg', 'LocZ1.5Max', 'LocZ1.5Min', 'LocZ1.5Avg', 'LocZ5Max', 'LocZ5Min', 'LocZ5Avg', 'LocZ10Max', 'LocZ10Min', 'LocZ10Avg', 'BinWc5', 'BinBathroom - motion5', 'BinBathroom- shower5', 'BinBathroom - cupboard5', 'BinKitchen - motion5', 'BinFridge5', 'BinDishwasher5', 'BinFreezer5', 'BinOven5', 'BinWc30', 'BinBathroom - motion530', 'BinBathroom- shower30', 'BinBathroom - cupboard30', 'BinKitchen - motion30', 'BinFridge30', 'BinDishwasher30', 'BinFreezer30', 'BinOven30'
Activities
1 : Walk2 : Smartphone3 : Sleep4 : PC5 : Dress6 : WC7 : Comb8 : Brush teeth9 : Wash hands10 : Shower11 : Drink water13 : Eat13 : Sweep14 : Watch TV