params.yaml

data_preprocessing:
  feature: 
    - acousticness
    - danceability
    - energy
    - speechiness
    - tempo
    - valence
    - liveness
    - loudness
    - mode
    - Romantic Ballad
    - Dance Pop
    - Sad Ballad
    - Folk Fusion
    - Classical Fusion
    - Qawwali
    - Sufi 
    - Party Anthem 
    - Patriotic
    - Rock Fusion
    - Item Number
    - Lyrical Rap
    - Devotional
    - Ghazal
    - Retro
    - Comedy
    - Motivational
    - Wedding 
    - Festival
    - artist_name

  SimpleImputer:
    strategy: constant
    fill_value: 0
    feature: 
      - Romantic Ballad
      - Dance Pop
      - Sad Ballad
      - Folk Fusion
      - Classical Fusion
      - Qawwali
      - Sufi
      - Party Anthem
      - Patriotic
      - Rock Fusion
      - Item Number
      - Lyrical Rap
      - Devotional
      - Ghazal
      - Retro
      - Comedy
      - Motivational 
      - Wedding
      - Festival

  MinMaxScaler:
    feature: tempo

  pipe:
    feature: artist_name