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 - bin_sld_lr_is - mul_sld_lr_is - m3w_sld_lr_is - rca - rca_star - doc - atc_mc N_JOBS: -2 confs: - DATASET_NAME: imdb - DATASET_NAME: rcv1 DATASET_TARGET: CCAT other_confs: - DATASET_NAME: twitter_gasp - DATASET_NAME: rcv1 DATASET_TARGET: CCAT test_conf: &test_conf global: METRICS: - acc - f1 OUT_DIR_NAME: output/test DATASET_N_PREVS: 9 COMP_ESTIMATORS: - cross - cross2 - bin_sld_lr - mul_sld_lr - m3w_sld_lr - bin_sld_lr_is - mul_sld_lr_is - m3w_sld_lr_is - doc - atc_mc N_JOBS: -2 confs: - DATASET_NAME: imdb - DATASET_NAME: rcv1 DATASET_TARGET: CCAT other_confs: - DATASET_NAME: twitter_gasp main: confs: &main_confs - DATASET_NAME: rcv1 DATASET_TARGET: CCAT other_confs: - DATASET_NAME: imdb - DATASET_NAME: rcv1 DATASET_TARGET: GCAT - DATASET_NAME: rcv1 DATASET_TARGET: MCAT 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_a - mul_sld_lr_a - m3w_sld_lr_a - 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_a - d_mul_sld_lr_a - d_m3w_sld_lr_a - 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_a - d_mul_sld_rbf_a - d_m3w_sld_rbf_a - 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_a - mul_kde_lr_a - m3w_kde_lr_a - 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_a - d_mul_kde_lr_a - d_m3w_kde_lr_a - 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_a - d_mul_kde_rbf_a - d_m3w_kde_rbf_a - 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 baselines_conf: &baselines_conf global: METRICS: - acc - f1 OUT_DIR_NAME: output/baselines DATASET_N_PREVS: 9 COMP_ESTIMATORS: - doc - atc_mc - mandoline - rca - rca_star N_JOBS: -2 confs: *main_confs other_confs: - DATASET_NAME: imdb - DATASET_NAME: rcv1 DATASET_TARGET: CCAT kde_lr_gs_conf: &kde_lr_gs_conf global: METRICS: - acc - f1 OUT_DIR_NAME: output/kde_lr_gs DATASET_N_PREVS: 9 COMP_ESTIMATORS: - bin_kde_lr_gs - mul_kde_lr_gs - m3w_kde_lr_gs N_JOBS: -2 confs: *main_confs timing_conf: &timing_conf global: METRICS: - acc - f1 OUT_DIR_NAME: output/timing DATASET_N_PREVS: 1 COMP_ESTIMATORS: - bin_sld_lr_a - mul_sld_lr_a - m3w_sld_lr_a - bin_kde_lr_a - mul_kde_lr_a - m3w_kde_lr_a - bin_sld_lr_gs - mul_sld_lr_gs - m3w_sld_lr_gs - bin_kde_lr_gs - mul_kde_lr_gs - m3w_kde_lr_gs - doc - atc_mc - rca - rca_star - mandoline N_JOBS: 1 PROTOCOL_N_PREVS: 1, PROTOCOL_REPEATS: 1, SAMPLE_SIZE: 1000, confs: *main_confs exec: *kde_lr_gs_conf