debug_conf: &debug_conf
  global:
    METRICS: 
      - acc
    OUT_DIR_NAME: output/debug
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - bin_sld_lr
      - mul_sld_lr
      - m3w_sld_lr
      - d_bin_sld_lr
      - d_mul_sld_lr
      - d_m3w_sld_lr
      - d_bin_sld_rbf
      - d_mul_sld_rbf
      - d_m3w_sld_rbf
      - bin_kde_lr
      - mul_kde_lr
      - m3w_kde_lr
      - d_bin_kde_lr
      - d_mul_kde_lr
      - d_m3w_kde_lr
      - d_bin_kde_rbf
      - d_mul_kde_rbf
      - d_m3w_kde_rbf
      # - mandoline
      # - rca
      - doc
      - atc_mc
    N_JOBS: -2

  confs:
    - DATASET_NAME: imdb
  other_confs:
    - DATASET_NAME: twitter_gasp
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
      
main:
  confs: &main_confs
    - DATASET_NAME: rcv1
      DATASET_TARGET: CCAT
  other_confs:
    - DATASET_NAME: imdb

sld_lr_conf: &sld_lr_conf

  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/sld_lr
    DATASET_N_PREVS: 9
    N_JOBS: -2
    COMP_ESTIMATORS:
      - bin_sld_lr
      - mul_sld_lr
      - m3w_sld_lr
      - bin_sld_lr_c
      - mul_sld_lr_c
      - m3w_sld_lr_c
      - bin_sld_lr_mc
      - mul_sld_lr_mc
      - m3w_sld_lr_mc
      - bin_sld_lr_ne
      - mul_sld_lr_ne
      - m3w_sld_lr_ne
      - bin_sld_lr_is
      - mul_sld_lr_is
      - m3w_sld_lr_is
      - bin_sld_lr_gs
      - mul_sld_lr_gs
      - m3w_sld_lr_gs
      - doc
      - atc_mc

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

d_sld_lr_conf: &d_sld_lr_conf

  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/d_sld_lr
    DATASET_N_PREVS: 9
    N_JOBS: -2
    COMP_ESTIMATORS:
      - d_bin_sld_lr
      - d_mul_sld_lr
      - d_m3w_sld_lr
      - d_bin_sld_lr_c
      - d_mul_sld_lr_c
      - d_m3w_sld_lr_c
      - d_bin_sld_lr_mc
      - d_mul_sld_lr_mc
      - d_m3w_sld_lr_mc
      - d_bin_sld_lr_ne
      - d_mul_sld_lr_ne
      - d_m3w_sld_lr_ne
      - d_bin_sld_lr_is
      - d_mul_sld_lr_is
      - d_m3w_sld_lr_is
      - d_bin_sld_lr_gs
      - d_mul_sld_lr_gs
      - d_m3w_sld_lr_gs
      - doc
      - atc_mc

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

d_sld_rbf_conf: &d_sld_rbf_conf

  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/d_sld_rbf
    DATASET_N_PREVS: 9
    N_JOBS: -2
    COMP_ESTIMATORS:
      - d_bin_sld_rbf
      - d_mul_sld_rbf
      - d_m3w_sld_rbf
      - d_bin_sld_rbf_c
      - d_mul_sld_rbf_c
      - d_m3w_sld_rbf_c
      - d_bin_sld_rbf_mc
      - d_mul_sld_rbf_mc
      - d_m3w_sld_rbf_mc
      - d_bin_sld_rbf_ne
      - d_mul_sld_rbf_ne
      - d_m3w_sld_rbf_ne
      - d_bin_sld_rbf_is
      - d_mul_sld_rbf_is
      - d_m3w_sld_rbf_is
      - d_bin_sld_rbf_gs
      - d_mul_sld_rbf_gs
      - d_m3w_sld_rbf_gs
      - doc
      - atc_mc

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

kde_lr_conf: &kde_lr_conf
  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/kde_lr
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - bin_kde_lr
      - mul_kde_lr
      - m3w_kde_lr
      - bin_kde_lr_c
      - mul_kde_lr_c
      - m3w_kde_lr_c
      - bin_kde_lr_mc
      - mul_kde_lr_mc
      - m3w_kde_lr_mc
      - bin_kde_lr_ne
      - mul_kde_lr_ne
      - m3w_kde_lr_ne
      - bin_kde_lr_is
      - mul_kde_lr_is
      - m3w_kde_lr_is
      - bin_kde_lr_gs
      - mul_kde_lr_gs
      - m3w_kde_lr_gs
      - doc
      - atc_mc
    N_JOBS: -2

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

d_kde_lr_conf: &d_kde_lr_conf
  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/d_kde_lr
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - d_bin_kde_lr
      - d_mul_kde_lr
      - d_m3w_kde_lr
      - d_bin_kde_lr_c
      - d_mul_kde_lr_c
      - d_m3w_kde_lr_c
      - d_bin_kde_lr_mc
      - d_mul_kde_lr_mc
      - d_m3w_kde_lr_mc
      - d_bin_kde_lr_ne
      - d_mul_kde_lr_ne
      - d_m3w_kde_lr_ne
      - d_bin_kde_lr_is
      - d_mul_kde_lr_is
      - d_m3w_kde_lr_is
      - d_bin_kde_lr_gs
      - d_mul_kde_lr_gs
      - d_m3w_kde_lr_gs
      - doc
      - atc_mc
    N_JOBS: -2

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

d_kde_rbf_conf: &d_kde_rbf_conf
  global:
    METRICS: 
      - acc
      - f1
    OUT_DIR_NAME: output/d_kde_rbf
    DATASET_N_PREVS: 9
    COMP_ESTIMATORS:
      - d_bin_kde_rbf
      - d_mul_kde_rbf
      - d_m3w_kde_rbf
      - d_bin_kde_rbf_c
      - d_mul_kde_rbf_c
      - d_m3w_kde_rbf_c
      - d_bin_kde_rbf_mc
      - d_mul_kde_rbf_mc
      - d_m3w_kde_rbf_mc
      - d_bin_kde_rbf_ne
      - d_mul_kde_rbf_ne
      - d_m3w_kde_rbf_ne
      - d_bin_kde_rbf_is
      - d_mul_kde_rbf_is
      - d_m3w_kde_rbf_is
      - d_bin_kde_rbf_gs
      - d_mul_kde_rbf_gs
      - d_m3w_kde_rbf_gs
      - doc
      - atc_mc
    N_JOBS: -2

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


exec: *sld_lr_conf