The folder 'active learning' contains the 8 individual data sets as well as the code to run the active learning procedure.

Each active_learning_general_userX.csv file is structured as follows:

Each row represents a situation. The first 8 columns represent the psychological characteristics of that situation. The 9th column (enjoyment of life) represents whether the value enjoyment of life was promoted (2), demoted (1) or not affected (0) by the situation, as annotated in the mixed data set. The 10th column (enjoyment) represents the same information as column 9, as annotated by the individual user. 

The file situation_descriptions.csv contains the situation descriptions that individual users had to annotate.

The file personalized_active_learning.ipynb contains the code.