489 lines
9.9 KiB
YAML
489 lines
9.9 KiB
YAML
debug_conf: &debug_conf
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global:
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METRICS:
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- acc
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OUT_DIR_NAME: output/debug
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DATASET_N_PREVS: 4
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# DATASET_PREVS: [[0.1, 0.1, 0.8]]
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COMP_ESTIMATORS:
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# - bin_sld_lr
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# - mul_sld_lr
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# - m3w_sld_lr
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# - d_bin_sld_lr
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# - d_mul_sld_lr
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# - d_m3w_sld_lr
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# - d_bin_sld_rbf
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# - d_mul_sld_rbf
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# - d_m3w_sld_rbf
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# - bin_kde_lr
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# - mul_kde_lr
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# - m3w_kde_lr
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# - d_bin_kde_lr
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# - d_mul_kde_lr
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# - d_m3w_kde_lr
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# - d_bin_kde_rbf
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# - d_mul_kde_rbf
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# - d_m3w_kde_rbf
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# - mandoline
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# - bin_sld_lr_is
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- bin_sld_lr_gs
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- mul_sld_lr_gs
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# - m3w_sld_lr_is
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# - rca
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# - rca_star
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- doc
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- atc_mc
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N_JOBS: -2
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confs:
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- DATASET_NAME: twitter_gasp
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other_confs:
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- DATASET_NAME: rcv1
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DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: MCAT
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- DATASET_NAME: imdb
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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test_conf: &test_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/test
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- cross
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- cross2
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- bin_sld_lr
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- mul_sld_lr
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- m3w_sld_lr
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- bin_sld_lr_is
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- mul_sld_lr_is
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- m3w_sld_lr_is
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- doc
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- 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
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DATASET_TARGET: CCAT
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other_confs:
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- DATASET_NAME: twitter_gasp
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main:
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confs: &main_confs
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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: rcv1
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DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: MCAT
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other_confs:
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sld_lr_conf: &sld_lr_conf
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global:
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METRICS:
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- acc
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- 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:
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- bin_sld_lr
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- mul_sld_lr
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- m3w_sld_lr
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- bin_sld_lr_c
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- mul_sld_lr_c
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- m3w_sld_lr_c
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- bin_sld_lr_mc
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- mul_sld_lr_mc
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- m3w_sld_lr_mc
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- bin_sld_lr_ne
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- mul_sld_lr_ne
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- m3w_sld_lr_ne
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- bin_sld_lr_is
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- mul_sld_lr_is
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- m3w_sld_lr_is
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- bin_sld_lr_a
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- mul_sld_lr_a
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- m3w_sld_lr_a
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- bin_sld_lr_gs
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- mul_sld_lr_gs
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- m3w_sld_lr_gs
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- doc
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- atc_mc
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confs: *main_confs
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confs_next:
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- DATASET_NAME: imdb
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- DATASET_NAME: twitter_gasp
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: MCAT
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- DATASET_NAME: cifar10
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DATASET_TARGET: dog
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d_sld_lr_conf: &d_sld_lr_conf
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global:
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METRICS:
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- acc
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- 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
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- d_mul_sld_lr
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- d_m3w_sld_lr
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- d_bin_sld_lr_c
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- d_mul_sld_lr_c
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- d_m3w_sld_lr_c
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- d_bin_sld_lr_mc
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- d_mul_sld_lr_mc
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- d_m3w_sld_lr_mc
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- d_bin_sld_lr_ne
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- d_mul_sld_lr_ne
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- d_m3w_sld_lr_ne
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- d_bin_sld_lr_is
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- d_mul_sld_lr_is
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- d_m3w_sld_lr_is
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- d_bin_sld_lr_a
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- d_mul_sld_lr_a
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- d_m3w_sld_lr_a
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- d_bin_sld_lr_gs
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- d_mul_sld_lr_gs
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- d_m3w_sld_lr_gs
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- doc
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- atc_mc
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confs: *main_confs
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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
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- DATASET_NAME: rcv1
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DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: MCAT
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- DATASET_NAME: cifar10
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DATASET_TARGET: dog
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d_sld_rbf_conf: &d_sld_rbf_conf
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global:
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METRICS:
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- acc
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- 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
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- d_mul_sld_rbf
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- d_m3w_sld_rbf
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- d_bin_sld_rbf_c
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- d_mul_sld_rbf_c
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- d_m3w_sld_rbf_c
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- d_bin_sld_rbf_mc
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- d_mul_sld_rbf_mc
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- d_m3w_sld_rbf_mc
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- d_bin_sld_rbf_ne
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- d_mul_sld_rbf_ne
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- d_m3w_sld_rbf_ne
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- d_bin_sld_rbf_is
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- d_mul_sld_rbf_is
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- d_m3w_sld_rbf_is
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- d_bin_sld_rbf_a
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- d_mul_sld_rbf_a
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- d_m3w_sld_rbf_a
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- d_bin_sld_rbf_gs
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- d_mul_sld_rbf_gs
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- d_m3w_sld_rbf_gs
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- doc
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- atc_mc
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confs: *main_confs
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confs_next:
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- DATASET_NAME: imdb
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- DATASET_NAME: twitter_gasp
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: GCAT
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- DATASET_NAME: rcv1
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DATASET_TARGET: MCAT
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- DATASET_NAME: cifar10
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DATASET_TARGET: dog
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kde_lr_conf: &kde_lr_conf
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global:
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METRICS:
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- acc
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- 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
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- mul_kde_lr
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- m3w_kde_lr
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- bin_kde_lr_c
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- mul_kde_lr_c
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- m3w_kde_lr_c
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- bin_kde_lr_mc
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- mul_kde_lr_mc
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- m3w_kde_lr_mc
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- bin_kde_lr_ne
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- mul_kde_lr_ne
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- m3w_kde_lr_ne
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- bin_kde_lr_is
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- mul_kde_lr_is
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- m3w_kde_lr_is
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- bin_kde_lr_a
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- mul_kde_lr_a
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- m3w_kde_lr_a
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- bin_kde_lr_gs
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- mul_kde_lr_gs
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- m3w_kde_lr_gs
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- doc
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- atc_mc
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N_JOBS: -2
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confs: *main_confs
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other_confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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d_kde_lr_conf: &d_kde_lr_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/d_kde_lr
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- d_bin_kde_lr
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- d_mul_kde_lr
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- d_m3w_kde_lr
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- d_bin_kde_lr_c
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- d_mul_kde_lr_c
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- d_m3w_kde_lr_c
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- d_bin_kde_lr_mc
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- d_mul_kde_lr_mc
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- d_m3w_kde_lr_mc
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- d_bin_kde_lr_ne
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- d_mul_kde_lr_ne
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- d_m3w_kde_lr_ne
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- d_bin_kde_lr_is
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- d_mul_kde_lr_is
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- d_m3w_kde_lr_is
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- d_bin_kde_lr_a
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- d_mul_kde_lr_a
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- d_m3w_kde_lr_a
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- d_bin_kde_lr_gs
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- d_mul_kde_lr_gs
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- d_m3w_kde_lr_gs
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- doc
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- atc_mc
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N_JOBS: -2
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confs: *main_confs
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other_confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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d_kde_rbf_conf: &d_kde_rbf_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/d_kde_rbf
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- d_bin_kde_rbf
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- d_mul_kde_rbf
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- d_m3w_kde_rbf
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- d_bin_kde_rbf_c
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- d_mul_kde_rbf_c
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- d_m3w_kde_rbf_c
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- d_bin_kde_rbf_mc
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- d_mul_kde_rbf_mc
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- d_m3w_kde_rbf_mc
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- d_bin_kde_rbf_ne
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- d_mul_kde_rbf_ne
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- d_m3w_kde_rbf_ne
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- d_bin_kde_rbf_is
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- d_mul_kde_rbf_is
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- d_m3w_kde_rbf_is
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- d_bin_kde_rbf_a
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- d_mul_kde_rbf_a
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- d_m3w_kde_rbf_a
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- d_bin_kde_rbf_gs
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- d_mul_kde_rbf_gs
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- d_m3w_kde_rbf_gs
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- doc
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- atc_mc
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N_JOBS: -2
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confs: *main_confs
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other_confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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cc_lr_conf: &cc_lr_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/cc_lr
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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# - bin_cc_lr
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# - mul_cc_lr
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# - m3w_cc_lr
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# - bin_cc_lr_c
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# - mul_cc_lr_c
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# - m3w_cc_lr_c
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# - bin_cc_lr_mc
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# - mul_cc_lr_mc
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# - m3w_cc_lr_mc
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# - bin_cc_lr_ne
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# - mul_cc_lr_ne
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# - m3w_cc_lr_ne
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# - bin_cc_lr_is
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# - mul_cc_lr_is
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# - m3w_cc_lr_is
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# - bin_cc_lr_a
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# - mul_cc_lr_a
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# - m3w_cc_lr_a
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- bin_cc_lr_gs
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- mul_cc_lr_gs
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- m3w_cc_lr_gs
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N_JOBS: -2
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confs: *main_confs
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other_confs:
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- 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
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/baselines
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- doc
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- atc_mc
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- naive
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# - mandoline
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# - rca
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# - rca_star
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N_JOBS: -2
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confs: *main_confs
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other_confs:
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- DATASET_NAME: imdb
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- DATASET_NAME: rcv1
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DATASET_TARGET: CCAT
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kde_lr_gs_conf: &kde_lr_gs_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/kde_lr_gs
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DATASET_N_PREVS: 9
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COMP_ESTIMATORS:
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- bin_kde_lr_gs
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- mul_kde_lr_gs
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- m3w_kde_lr_gs
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N_JOBS: -2
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confs:
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- DATASET_NAME: twitter_gasp
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multiclass_conf: &multiclass_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/multiclass
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DATASET_N_PREVS: 5
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COMP_ESTIMATORS:
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- bin_sld_lr_a
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- mul_sld_lr_a
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- bin_sld_lr_gs
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- mul_sld_lr_gs
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- bin_kde_lr_gs
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- mul_kde_lr_gs
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- atc_mc
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- doc
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N_JOBS: -2
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confs: *main_confs
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timing_conf: &timing_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/timing
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DATASET_N_PREVS: 1
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COMP_ESTIMATORS:
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- bin_sld_lr_a
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- mul_sld_lr_a
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- m3w_sld_lr_a
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- bin_kde_lr_a
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- mul_kde_lr_a
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- m3w_kde_lr_a
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- doc
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- atc_mc
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- rca
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- rca_star
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- mandoline
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- naive
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N_JOBS: 1
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PROTOCOL_REPEATS: 1
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# PROTOCOL_N_PREVS: 1
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confs: *main_confs
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timing_gs_conf: &timing_gs_conf
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global:
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METRICS:
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- acc
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- f1
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OUT_DIR_NAME: output/timing_gs
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DATASET_N_PREVS: 1
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COMP_ESTIMATORS:
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- bin_sld_lr_gs
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- mul_sld_lr_gs
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- m3w_sld_lr_gs
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- bin_kde_lr_gs
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- mul_kde_lr_gs
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- m3w_kde_lr_gs
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N_JOBS: -1
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PROTOCOL_REPEATS: 1
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# PROTOCOL_N_PREVS: 1
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confs: *main_confs
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exec: *timing_conf
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