Skip to content

Latest commit

 

History

History
31 lines (22 loc) · 1.24 KB

File metadata and controls

31 lines (22 loc) · 1.24 KB

Following files are used in R script:

  • 'features_info.txt': Shows information about the variables used on the feature vector.
  • 'features.txt': List of all features.
  • 'activity_labels.txt': Links the class labels with their activity name.
  • 'train/X_train.txt': Training set.
  • 'train/y_train.txt': Training labels.
  • 'test/X_test.txt': Test set.
  • 'test/y_test.txt': Test labels.
  • 'subject_test.txt' : subjects who were part of observations for test observation
  • 'subject_train.txt' : subjects who were part of observations for train observation

Datasets/Variables used in script :

  • Activity_label -> Vector of activities(names)

  • features -> Vectorr with list of 561 readings/observation description

  • D1 -> Tidy Test Data

  • D2 -> Tidy Train Data

  • ALL_DATA -> Merged test & train Data

  • matches -> List of matching columns which have mean and standard deviation for each measurement.

  • Mean_Std -> Data with mean and standard deviation for each measurement.

  • Target_Data -> Large LIST with 180 elements each element with mean & std observation for all subjects

  • Mean_Summary -> tidy data set with the average of each variable for each activity and each subject.