QuAcc/conf.yaml

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debug_conf: &debug_conf
global:
METRICS:
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- acc
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OUT_DIR_NAME: output/debug
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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# - 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
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# - mandoline
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- bin_sld_lr_is
- mul_sld_lr_is
- m3w_sld_lr_is
- rca
- rca_star
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- doc
- atc_mc
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N_JOBS: -2
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confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
DATASET_TARGET: CCAT
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other_confs:
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- DATASET_NAME: twitter_gasp
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- DATASET_NAME: rcv1
DATASET_TARGET: CCAT
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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
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main:
confs: &main_confs
- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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other_confs:
- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
DATASET_TARGET: MCAT
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sld_lr_conf: &sld_lr_conf
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global:
METRICS:
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- acc
- f1
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OUT_DIR_NAME: output/sld_lr
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DATASET_N_PREVS: 9
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N_JOBS: -2
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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
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- bin_sld_lr_a
- mul_sld_lr_a
- m3w_sld_lr_a
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- bin_sld_lr_gs
- mul_sld_lr_gs
- m3w_sld_lr_gs
- doc
- atc_mc
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confs: *main_confs
confs_next:
- DATASET_NAME: imdb
- DATASET_NAME: twitter_gasp
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- DATASET_NAME: rcv1
DATASET_TARGET: CCAT
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- 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
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global:
METRICS:
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- acc
- f1
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OUT_DIR_NAME: output/d_sld_lr
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DATASET_N_PREVS: 9
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N_JOBS: -2
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COMP_ESTIMATORS:
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- 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
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- d_bin_sld_lr_a
- d_mul_sld_lr_a
- d_m3w_sld_lr_a
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- d_bin_sld_lr_gs
- d_mul_sld_lr_gs
- d_m3w_sld_lr_gs
- doc
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- atc_mc
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confs: *main_confs
confs_next:
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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- DATASET_NAME: imdb
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- DATASET_NAME: twitter_gasp
- DATASET_NAME: rcv1
DATASET_TARGET: GCAT
- DATASET_NAME: rcv1
DATASET_TARGET: MCAT
- DATASET_NAME: cifar10
DATASET_TARGET: dog
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d_sld_rbf_conf: &d_sld_rbf_conf
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global:
METRICS:
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- acc
- f1
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OUT_DIR_NAME: output/d_sld_rbf
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DATASET_N_PREVS: 9
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N_JOBS: -2
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COMP_ESTIMATORS:
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- 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
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- d_bin_sld_rbf_a
- d_mul_sld_rbf_a
- d_m3w_sld_rbf_a
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- d_bin_sld_rbf_gs
- d_mul_sld_rbf_gs
- d_m3w_sld_rbf_gs
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- doc
- atc_mc
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confs: *main_confs
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confs_next:
- DATASET_NAME: imdb
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- DATASET_NAME: twitter_gasp
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- DATASET_NAME: rcv1
DATASET_TARGET: CCAT
- DATASET_NAME: rcv1
DATASET_TARGET: GCAT
- DATASET_NAME: rcv1
DATASET_TARGET: MCAT
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- DATASET_NAME: cifar10
DATASET_TARGET: dog
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kde_lr_conf: &kde_lr_conf
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global:
METRICS:
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- acc
- f1
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OUT_DIR_NAME: output/kde_lr
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- 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
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- bin_kde_lr_a
- mul_kde_lr_a
- m3w_kde_lr_a
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- bin_kde_lr_gs
- mul_kde_lr_gs
- m3w_kde_lr_gs
- doc
- atc_mc
N_JOBS: -2
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confs: *main_confs
other_confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
DATASET_TARGET: CCAT
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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
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- d_bin_kde_lr_a
- d_mul_kde_lr_a
- d_m3w_kde_lr_a
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- 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
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- DATASET_NAME: rcv1
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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
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- d_bin_kde_rbf_a
- d_mul_kde_rbf_a
- d_m3w_kde_rbf_a
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- 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
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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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
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exec: *kde_lr_gs_conf