-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathfeatures.py
3 lines (1 loc) · 13.3 KB
/
features.py
1
2
3
f = ['tBodyAcc-Mean-1','tBodyAcc-Mean-2','tBodyAcc-Mean-3','tBodyAcc-STD-1','tBodyAcc-STD-2','tBodyAcc-STD-3','tBodyAcc-Mad-1','tBodyAcc-Mad-2','tBodyAcc-Mad-3','tBodyAcc-Max-1','tBodyAcc-Max-2','tBodyAcc-Max-3','tBodyAcc-Min-1','tBodyAcc-Min-2','tBodyAcc-Min-3','tBodyAcc-SMA-1','tBodyAcc-Energy-1','tBodyAcc-Energy-2','tBodyAcc-Energy-3','tBodyAcc-IQR-1','tBodyAcc-IQR-2','tBodyAcc-IQR-3','tBodyAcc-ropy-1','tBodyAcc-ropy-1','tBodyAcc-ropy-1','tBodyAcc-ARCoeff-1','tBodyAcc-ARCoeff-2','tBodyAcc-ARCoeff-3','tBodyAcc-ARCoeff-4','tBodyAcc-ARCoeff-5','tBodyAcc-ARCoeff-6','tBodyAcc-ARCoeff-7','tBodyAcc-ARCoeff-8','tBodyAcc-ARCoeff-9','tBodyAcc-ARCoeff-10','tBodyAcc-ARCoeff-11','tBodyAcc-ARCoeff-12','tBodyAcc-Correlation-1','tBodyAcc-Correlation-2','tBodyAcc-Correlation-3','tGravityAcc-Mean-1','tGravityAcc-Mean-2','tGravityAcc-Mean-3','tGravityAcc-STD-1','tGravityAcc-STD-2','tGravityAcc-STD-3','tGravityAcc-Mad-1','tGravityAcc-Mad-2','tGravityAcc-Mad-3','tGravityAcc-Max-1','tGravityAcc-Max-2','tGravityAcc-Max-3','tGravityAcc-Min-1','tGravityAcc-Min-2','tGravityAcc-Min-3','tGravityAcc-SMA-1','tGravityAcc-Energy-1','tGravityAcc-Energy-2','tGravityAcc-Energy-3','tGravityAcc-IQR-1','tGravityAcc-IQR-2','tGravityAcc-IQR-3','tGravityAcc-ropy-1','tGravityAcc-ropy-1','tGravityAcc-ropy-1','tGravityAcc-ARCoeff-1','tGravityAcc-ARCoeff-2','tGravityAcc-ARCoeff-3','tGravityAcc-ARCoeff-4','tGravityAcc-ARCoeff-5','tGravityAcc-ARCoeff-6','tGravityAcc-ARCoeff-7','tGravityAcc-ARCoeff-8','tGravityAcc-ARCoeff-9','tGravityAcc-ARCoeff-10','tGravityAcc-ARCoeff-11','tGravityAcc-ARCoeff-12','tGravityAcc-Correlation-1','tGravityAcc-Correlation-2','tGravityAcc-Correlation-3','tBodyAccJerk-Mean-1','tBodyAccJerk-Mean-2','tBodyAccJerk-Mean-3','tBodyAccJerk-STD-1','tBodyAccJerk-STD-2','tBodyAccJerk-STD-3','tBodyAccJerk-Mad-1','tBodyAccJerk-Mad-2','tBodyAccJerk-Mad-3','tBodyAccJerk-Max-1','tBodyAccJerk-Max-2','tBodyAccJerk-Max-3','tBodyAccJerk-Min-1','tBodyAccJerk-Min-2','tBodyAccJerk-Min-3','tBodyAccJerk-SMA-1','tBodyAccJerk-Energy-1','tBodyAccJerk-Energy-2','tBodyAccJerk-Energy-3','tBodyAccJerk-IQR-1','tBodyAccJerk-IQR-2','tBodyAccJerk-IQR-3','tBodyAccJerk-ropy-1','tBodyAccJerk-ropy-1','tBodyAccJerk-ropy-1','tBodyAccJerk-ARCoeff-1','tBodyAccJerk-ARCoeff-2','tBodyAccJerk-ARCoeff-3','tBodyAccJerk-ARCoeff-4','tBodyAccJerk-ARCoeff-5','tBodyAccJerk-ARCoeff-6','tBodyAccJerk-ARCoeff-7','tBodyAccJerk-ARCoeff-8','tBodyAccJerk-ARCoeff-9','tBodyAccJerk-ARCoeff-10','tBodyAccJerk-ARCoeff-11','tBodyAccJerk-ARCoeff-12','tBodyAccJerk-Correlation-1','tBodyAccJerk-Correlation-2','tBodyAccJerk-Correlation-3','tBodyGyro-Mean-1','tBodyGyro-Mean-2','tBodyGyro-Mean-3','tBodyGyro-STD-1','tBodyGyro-STD-2','tBodyGyro-STD-3','tBodyGyro-Mad-1','tBodyGyro-Mad-2','tBodyGyro-Mad-3','tBodyGyro-Max-1','tBodyGyro-Max-2','tBodyGyro-Max-3','tBodyGyro-Min-1','tBodyGyro-Min-2','tBodyGyro-Min-3','tBodyGyro-SMA-1','tBodyGyro-Energy-1','tBodyGyro-Energy-2','tBodyGyro-Energy-3','tBodyGyro-IQR-1','tBodyGyro-IQR-2','tBodyGyro-IQR-3','tBodyGyro-ropy-1','tBodyGyro-ropy-1','tBodyGyro-ropy-1','tBodyGyro-ARCoeff-1','tBodyGyro-ARCoeff-2','tBodyGyro-ARCoeff-3','tBodyGyro-ARCoeff-4','tBodyGyro-ARCoeff-5','tBodyGyro-ARCoeff-6','tBodyGyro-ARCoeff-7','tBodyGyro-ARCoeff-8','tBodyGyro-ARCoeff-9','tBodyGyro-ARCoeff-10','tBodyGyro-ARCoeff-11','tBodyGyro-ARCoeff-12','tBodyGyro-Correlation-1','tBodyGyro-Correlation-2','tBodyGyro-Correlation-3','tBodyGyroJerk-Mean-1','tBodyGyroJerk-Mean-2','tBodyGyroJerk-Mean-3','tBodyGyroJerk-STD-1','tBodyGyroJerk-STD-2','tBodyGyroJerk-STD-3','tBodyGyroJerk-Mad-1','tBodyGyroJerk-Mad-2','tBodyGyroJerk-Mad-3','tBodyGyroJerk-Max-1','tBodyGyroJerk-Max-2','tBodyGyroJerk-Max-3','tBodyGyroJerk-Min-1','tBodyGyroJerk-Min-2','tBodyGyroJerk-Min-3','tBodyGyroJerk-SMA-1','tBodyGyroJerk-Energy-1','tBodyGyroJerk-Energy-2','tBodyGyroJerk-Energy-3','tBodyGyroJerk-IQR-1','tBodyGyroJerk-IQR-2','tBodyGyroJerk-IQR-3','tBodyGyroJerk-ropy-1','tBodyGyroJerk-ropy-1','tBodyGyroJerk-ropy-1','tBodyGyroJerk-ARCoeff-1','tBodyGyroJerk-ARCoeff-2','tBodyGyroJerk-ARCoeff-3','tBodyGyroJerk-ARCoeff-4','tBodyGyroJerk-ARCoeff-5','tBodyGyroJerk-ARCoeff-6','tBodyGyroJerk-ARCoeff-7','tBodyGyroJerk-ARCoeff-8','tBodyGyroJerk-ARCoeff-9','tBodyGyroJerk-ARCoeff-10','tBodyGyroJerk-ARCoeff-11','tBodyGyroJerk-ARCoeff-12','tBodyGyroJerk-Correlation-1','tBodyGyroJerk-Correlation-2','tBodyGyroJerk-Correlation-3','tBodyAccMag-Mean-1','tBodyAccMag-STD-1','tBodyAccMag-Mad-1','tBodyAccMag-Max-1','tBodyAccMag-Min-1','tBodyAccMag-SMA-1','tBodyAccMag-Energy-1','tBodyAccMag-IQR-1','tBodyAccMag-ropy-1','tBodyAccMag-ARCoeff-1','tBodyAccMag-ARCoeff-2','tBodyAccMag-ARCoeff-3','tBodyAccMag-ARCoeff-4','tGravityAccMag-Mean-1','tGravityAccMag-STD-1','tGravityAccMag-Mad-1','tGravityAccMag-Max-1','tGravityAccMag-Min-1','tGravityAccMag-SMA-1','tGravityAccMag-Energy-1','tGravityAccMag-IQR-1','tGravityAccMag-ropy-1','tGravityAccMag-ARCoeff-1','tGravityAccMag-ARCoeff-2','tGravityAccMag-ARCoeff-3','tGravityAccMag-ARCoeff-4','tBodyAccJerkMag-Mean-1','tBodyAccJerkMag-STD-1','tBodyAccJerkMag-Mad-1','tBodyAccJerkMag-Max-1','tBodyAccJerkMag-Min-1','tBodyAccJerkMag-SMA-1','tBodyAccJerkMag-Energy-1','tBodyAccJerkMag-IQR-1','tBodyAccJerkMag-ropy-1','tBodyAccJerkMag-ARCoeff-1','tBodyAccJerkMag-ARCoeff-2','tBodyAccJerkMag-ARCoeff-3','tBodyAccJerkMag-ARCoeff-4','tBodyGyroMag-Mean-1','tBodyGyroMag-STD-1','tBodyGyroMag-Mad-1','tBodyGyroMag-Max-1','tBodyGyroMag-Min-1','tBodyGyroMag-SMA-1','tBodyGyroMag-Energy-1','tBodyGyroMag-IQR-1','tBodyGyroMag-ropy-1','tBodyGyroMag-ARCoeff-1','tBodyGyroMag-ARCoeff-2','tBodyGyroMag-ARCoeff-3','tBodyGyroMag-ARCoeff-4','tBodyGyroJerkMag-Mean-1','tBodyGyroJerkMag-STD-1','tBodyGyroJerkMag-Mad-1','tBodyGyroJerkMag-Max-1','tBodyGyroJerkMag-Min-1','tBodyGyroJerkMag-SMA-1','tBodyGyroJerkMag-Energy-1','tBodyGyroJerkMag-IQR-1','tBodyGyroJerkMag-ropy-1','tBodyGyroJerkMag-ARCoeff-1','tBodyGyroJerkMag-ARCoeff-2','tBodyGyroJerkMag-ARCoeff-3','tBodyGyroJerkMag-ARCoeff-4','fBodyAcc-Mean-1','fBodyAcc-Mean-2','fBodyAcc-Mean-3','fBodyAcc-STD-1','fBodyAcc-STD-2','fBodyAcc-STD-3','fBodyAcc-Mad-1','fBodyAcc-Mad-2','fBodyAcc-Mad-3','fBodyAcc-Max-1','fBodyAcc-Max-2','fBodyAcc-Max-3','fBodyAcc-Min-1','fBodyAcc-Min-2','fBodyAcc-Min-3','fBodyAcc-SMA-1','fBodyAcc-Energy-1','fBodyAcc-Energy-2','fBodyAcc-Energy-3','fBodyAcc-IQR-1','fBodyAcc-IQR-2','fBodyAcc-IQR-3','fBodyAcc-ropy-1','fBodyAcc-ropy-1','fBodyAcc-ropy-1','fBodyAcc-MaxInds-1','fBodyAcc-MaxInds-2','fBodyAcc-MaxInds-3','fBodyAcc-MeanFreq-1','fBodyAcc-MeanFreq-2','fBodyAcc-MeanFreq-3','fBodyAcc-Skewness-1','fBodyAcc-Kurtosis-1','fBodyAcc-Skewness-1','fBodyAcc-Kurtosis-1','fBodyAcc-Skewness-1','fBodyAcc-Kurtosis-1','fBodyAcc-BandsEnergyOld-1','fBodyAcc-BandsEnergyOld-2','fBodyAcc-BandsEnergyOld-3','fBodyAcc-BandsEnergyOld-4','fBodyAcc-BandsEnergyOld-5','fBodyAcc-BandsEnergyOld-6','fBodyAcc-BandsEnergyOld-7','fBodyAcc-BandsEnergyOld-8','fBodyAcc-BandsEnergyOld-9','fBodyAcc-BandsEnergyOld-10','fBodyAcc-BandsEnergyOld-11','fBodyAcc-BandsEnergyOld-12','fBodyAcc-BandsEnergyOld-13','fBodyAcc-BandsEnergyOld-14','fBodyAcc-BandsEnergyOld-15','fBodyAcc-BandsEnergyOld-16','fBodyAcc-BandsEnergyOld-17','fBodyAcc-BandsEnergyOld-18','fBodyAcc-BandsEnergyOld-19','fBodyAcc-BandsEnergyOld-20','fBodyAcc-BandsEnergyOld-21','fBodyAcc-BandsEnergyOld-22','fBodyAcc-BandsEnergyOld-23','fBodyAcc-BandsEnergyOld-24','fBodyAcc-BandsEnergyOld-25','fBodyAcc-BandsEnergyOld-26','fBodyAcc-BandsEnergyOld-27','fBodyAcc-BandsEnergyOld-28','fBodyAcc-BandsEnergyOld-29','fBodyAcc-BandsEnergyOld-30','fBodyAcc-BandsEnergyOld-31','fBodyAcc-BandsEnergyOld-32','fBodyAcc-BandsEnergyOld-33','fBodyAcc-BandsEnergyOld-34','fBodyAcc-BandsEnergyOld-35','fBodyAcc-BandsEnergyOld-36','fBodyAcc-BandsEnergyOld-37','fBodyAcc-BandsEnergyOld-38','fBodyAcc-BandsEnergyOld-39','fBodyAcc-BandsEnergyOld-40','fBodyAcc-BandsEnergyOld-41','fBodyAcc-BandsEnergyOld-42','fBodyAccJerk-Mean-1','fBodyAccJerk-Mean-2','fBodyAccJerk-Mean-3','fBodyAccJerk-STD-1','fBodyAccJerk-STD-2','fBodyAccJerk-STD-3','fBodyAccJerk-Mad-1','fBodyAccJerk-Mad-2','fBodyAccJerk-Mad-3','fBodyAccJerk-Max-1','fBodyAccJerk-Max-2','fBodyAccJerk-Max-3','fBodyAccJerk-Min-1','fBodyAccJerk-Min-2','fBodyAccJerk-Min-3','fBodyAccJerk-SMA-1','fBodyAccJerk-Energy-1','fBodyAccJerk-Energy-2','fBodyAccJerk-Energy-3','fBodyAccJerk-IQR-1','fBodyAccJerk-IQR-2','fBodyAccJerk-IQR-3','fBodyAccJerk-ropy-1','fBodyAccJerk-ropy-1','fBodyAccJerk-ropy-1','fBodyAccJerk-MaxInds-1','fBodyAccJerk-MaxInds-2','fBodyAccJerk-MaxInds-3','fBodyAccJerk-MeanFreq-1','fBodyAccJerk-MeanFreq-2','fBodyAccJerk-MeanFreq-3','fBodyAccJerk-Skewness-1','fBodyAccJerk-Kurtosis-1','fBodyAccJerk-Skewness-1','fBodyAccJerk-Kurtosis-1','fBodyAccJerk-Skewness-1','fBodyAccJerk-Kurtosis-1','fBodyAccJerk-BandsEnergyOld-1','fBodyAccJerk-BandsEnergyOld-2','fBodyAccJerk-BandsEnergyOld-3','fBodyAccJerk-BandsEnergyOld-4','fBodyAccJerk-BandsEnergyOld-5','fBodyAccJerk-BandsEnergyOld-6','fBodyAccJerk-BandsEnergyOld-7','fBodyAccJerk-BandsEnergyOld-8','fBodyAccJerk-BandsEnergyOld-9','fBodyAccJerk-BandsEnergyOld-10','fBodyAccJerk-BandsEnergyOld-11','fBodyAccJerk-BandsEnergyOld-12','fBodyAccJerk-BandsEnergyOld-13','fBodyAccJerk-BandsEnergyOld-14','fBodyAccJerk-BandsEnergyOld-15','fBodyAccJerk-BandsEnergyOld-16','fBodyAccJerk-BandsEnergyOld-17','fBodyAccJerk-BandsEnergyOld-18','fBodyAccJerk-BandsEnergyOld-19','fBodyAccJerk-BandsEnergyOld-20','fBodyAccJerk-BandsEnergyOld-21','fBodyAccJerk-BandsEnergyOld-22','fBodyAccJerk-BandsEnergyOld-23','fBodyAccJerk-BandsEnergyOld-24','fBodyAccJerk-BandsEnergyOld-25','fBodyAccJerk-BandsEnergyOld-26','fBodyAccJerk-BandsEnergyOld-27','fBodyAccJerk-BandsEnergyOld-28','fBodyAccJerk-BandsEnergyOld-29','fBodyAccJerk-BandsEnergyOld-30','fBodyAccJerk-BandsEnergyOld-31','fBodyAccJerk-BandsEnergyOld-32','fBodyAccJerk-BandsEnergyOld-33','fBodyAccJerk-BandsEnergyOld-34','fBodyAccJerk-BandsEnergyOld-35','fBodyAccJerk-BandsEnergyOld-36','fBodyAccJerk-BandsEnergyOld-37','fBodyAccJerk-BandsEnergyOld-38','fBodyAccJerk-BandsEnergyOld-39','fBodyAccJerk-BandsEnergyOld-40','fBodyAccJerk-BandsEnergyOld-41','fBodyAccJerk-BandsEnergyOld-42','fBodyGyro-Mean-1','fBodyGyro-Mean-2','fBodyGyro-Mean-3','fBodyGyro-STD-1','fBodyGyro-STD-2','fBodyGyro-STD-3','fBodyGyro-Mad-1','fBodyGyro-Mad-2','fBodyGyro-Mad-3','fBodyGyro-Max-1','fBodyGyro-Max-2','fBodyGyro-Max-3','fBodyGyro-Min-1','fBodyGyro-Min-2','fBodyGyro-Min-3','fBodyGyro-SMA-1','fBodyGyro-Energy-1','fBodyGyro-Energy-2','fBodyGyro-Energy-3','fBodyGyro-IQR-1','fBodyGyro-IQR-2','fBodyGyro-IQR-3','fBodyGyro-ropy-1','fBodyGyro-ropy-1','fBodyGyro-ropy-1','fBodyGyro-MaxInds-1','fBodyGyro-MaxInds-2','fBodyGyro-MaxInds-3','fBodyGyro-MeanFreq-1','fBodyGyro-MeanFreq-2','fBodyGyro-MeanFreq-3','fBodyGyro-Skewness-1','fBodyGyro-Kurtosis-1','fBodyGyro-Skewness-1','fBodyGyro-Kurtosis-1','fBodyGyro-Skewness-1','fBodyGyro-Kurtosis-1','fBodyGyro-BandsEnergyOld-1','fBodyGyro-BandsEnergyOld-2','fBodyGyro-BandsEnergyOld-3','fBodyGyro-BandsEnergyOld-4','fBodyGyro-BandsEnergyOld-5','fBodyGyro-BandsEnergyOld-6','fBodyGyro-BandsEnergyOld-7','fBodyGyro-BandsEnergyOld-8','fBodyGyro-BandsEnergyOld-9','fBodyGyro-BandsEnergyOld-10','fBodyGyro-BandsEnergyOld-11','fBodyGyro-BandsEnergyOld-12','fBodyGyro-BandsEnergyOld-13','fBodyGyro-BandsEnergyOld-14','fBodyGyro-BandsEnergyOld-15','fBodyGyro-BandsEnergyOld-16','fBodyGyro-BandsEnergyOld-17','fBodyGyro-BandsEnergyOld-18','fBodyGyro-BandsEnergyOld-19','fBodyGyro-BandsEnergyOld-20','fBodyGyro-BandsEnergyOld-21','fBodyGyro-BandsEnergyOld-22','fBodyGyro-BandsEnergyOld-23','fBodyGyro-BandsEnergyOld-24','fBodyGyro-BandsEnergyOld-25','fBodyGyro-BandsEnergyOld-26','fBodyGyro-BandsEnergyOld-27','fBodyGyro-BandsEnergyOld-28','fBodyGyro-BandsEnergyOld-29','fBodyGyro-BandsEnergyOld-30','fBodyGyro-BandsEnergyOld-31','fBodyGyro-BandsEnergyOld-32','fBodyGyro-BandsEnergyOld-33','fBodyGyro-BandsEnergyOld-34','fBodyGyro-BandsEnergyOld-35','fBodyGyro-BandsEnergyOld-36','fBodyGyro-BandsEnergyOld-37','fBodyGyro-BandsEnergyOld-38','fBodyGyro-BandsEnergyOld-39','fBodyGyro-BandsEnergyOld-40','fBodyGyro-BandsEnergyOld-41','fBodyGyro-BandsEnergyOld-42','fBodyAccMag-Mean-1','fBodyAccMag-STD-1','fBodyAccMag-Mad-1','fBodyAccMag-Max-1','fBodyAccMag-Min-1','fBodyAccMag-SMA-1','fBodyAccMag-Energy-1','fBodyAccMag-IQR-1','fBodyAccMag-ropy-1','fBodyAccMag-MaxInds-1','fBodyAccMag-MeanFreq-1','fBodyAccMag-Skewness-1','fBodyAccMag-Kurtosis-1','fBodyAccJerkMag-Mean-1','fBodyAccJerkMag-STD-1','fBodyAccJerkMag-Mad-1','fBodyAccJerkMag-Max-1','fBodyAccJerkMag-Min-1','fBodyAccJerkMag-SMA-1','fBodyAccJerkMag-Energy-1','fBodyAccJerkMag-IQR-1','fBodyAccJerkMag-ropy-1','fBodyAccJerkMag-MaxInds-1','fBodyAccJerkMag-MeanFreq-1','fBodyAccJerkMag-Skewness-1','fBodyAccJerkMag-Kurtosis-1','fBodyGyroMag-Mean-1','fBodyGyroMag-STD-1','fBodyGyroMag-Mad-1','fBodyGyroMag-Max-1','fBodyGyroMag-Min-1','fBodyGyroMag-SMA-1','fBodyGyroMag-Energy-1','fBodyGyroMag-IQR-1','fBodyGyroMag-ropy-1','fBodyGyroMag-MaxInds-1','fBodyGyroMag-MeanFreq-1','fBodyGyroMag-Skewness-1','fBodyGyroMag-Kurtosis-1','fBodyGyroJerkMag-Mean-1','fBodyGyroJerkMag-STD-1','fBodyGyroJerkMag-Mad-1','fBodyGyroJerkMag-Max-1','fBodyGyroJerkMag-Min-1','fBodyGyroJerkMag-SMA-1','fBodyGyroJerkMag-Energy-1','fBodyGyroJerkMag-IQR-1','fBodyGyroJerkMag-ropy-1','fBodyGyroJerkMag-MaxInds-1','fBodyGyroJerkMag-MeanFreq-1','fBodyGyroJerkMag-Skewness-1','fBodyGyroJerkMag-Kurtosis-1','tBodyAcc-AngleWRTGravity-1','tBodyAccJerk-AngleWRTGravity-1','tBodyGyro-AngleWRTGravity-1','tBodyGyroJerk-AngleWRTGravity-1','tXAxisAcc-AngleWRTGravity-1','tYAxisAcc-AngleWRTGravity-1','tZAxisAcc-AngleWRTGravity-1','subject','activity','ActivityName']