set_targets_turi.py

target_map = {
    1.: 'walking',          
    2.: 'climbing_upstairs',
    3.: 'climbing_downstairs',
    4.: 'sitting',
    5.: 'standing',
    6.: 'laying'
}

# Use the same labels used in the experiment
data = data.filter_by(target_map.keys(), 'activity_id')
data['activity'] = data['activity_id'].apply(lambda x: target_map[x])
data = data.remove_column('activity_id')

data.save('hapt_data.sframe')