debug_conf: &debug_conf
  global:
    METRICS: 
      - acc
    OUT_DIR_NAME: output/debug
    DATASET_N_PREVS: 9
    DATASET_PREVS:
      - 0.5
    COMP_ESTIMATORS:
      # - bin_sld
      # - mul_sld
      # - m3w_sld
      # - bin_sld_gs
      - mul_kde_gs
      - m3w_kde_gs
      - bin_kde_gs
      # - m3w_sld_gs
      # - doc
      # - atc_mc
    N_JOBS: -2

  confs:
    - DATASET_NAME: imdb
  other_confs:
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
      

kde_conf: &kde_conf
  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/kde/gs
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - bin_kde_gs
      - mul_kde_gs
      - m3w_kde_gs
    N_JOBS: -2

  confs:
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
  other_confs:
    - DATASET_NAME: imdb

test_conf: &test_conf
  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/test
    DATASET_N_PREVS: 9
    # DATASET_PREVS:
    # - 0.5
    COMP_ESTIMATORS:
      - bin_sld
      - mul_sld
      - mul3w_sld
      - binc_sld
      - mulc_sld
      - mul3wc_sld
      - binmc_sld
      - mulmc_sld
      - mul3wmc_sld
      - binne_sld
      - mulne_sld
      - mul3wne_sld
      # - bin_sld_gs
      # - mul_sld_gs
      # - mul3w_sld_gs
      - atc_mc
      - atc_ne
      - doc_feat
      - kfcv

  confs:
    - DATASET_NAME: cifar10
      DATASET_TARGET: dog
  other_confs:
    - DATASET_NAME: rcv1
      DATASET_TARGET: GCAT
    - DATASET_NAME: imdb

main_conf: &main_conf

  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/main
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - bin_sld
      - mul_sld
      - m3w_sld
      - binc_sld
      - mulc_sld
      - m3wc_sld
      - binmc_sld
      - mulmc_sld
      - m3wmc_sld
      - binne_sld
      - mulne_sld
      - m3wne_sld
      - binis_sld
      - mulis_sld
      - m3wis_sld
      - bin_sld_gs
      - mul_sld_gs
      - m3w_sld_gs
      - doc
      - atc_mc
      - gde
      - rca
      - rca_star
      - mandoline

  confs:
    - DATASET_NAME: cifar10
      DATASET_TARGET: dog
  confs_next:
    - DATASET_NAME: imdb
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
    - DATASET_NAME: rcv1
      DATASET_TARGET: GCAT
    - DATASET_NAME: rcv1
      DATASET_TARGET: MCAT

add_conf: &add_conf

  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/add/m3w
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - m3w_sld
      - m3wc_sld
      - m3wmc_sld
      - m3wne_sld
      - m3wis_sld
      - m3w_sld_gs

  confs:
    - DATASET_NAME: cifar10
      DATASET_TARGET: dog
  confs_next:
    - DATASET_NAME: imdb
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
    - DATASET_NAME: rcv1
      DATASET_TARGET: GCAT
    - DATASET_NAME: rcv1
      DATASET_TARGET: MCAT


exec: *debug_conf