LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = bupropion

amitriptylinebupropioncitalopram
duloxetineescitalopramfluoxetine
mirtazapinenortriptylineparoxetine
sertralinevenlafaxine

FRAC_LABELS = 1

1

N_STATES = nan

10.025.050.0
100.0nan
SNAPSHOT_SRCFILE:
/results/psych_traj_20170727/20171007baselines-feature_arr_names=X-classifier_name=logistic_regression-class_weight_opts=none/1/clf_2_interpretation.txt
--- top neg features for task bupropion
rank   1/5126  feat_uid   3750  coef     -0.381383 X:bupropion_d00181
rank   2/5126  feat_uid   1666  coef     -0.052298 X:other_convulsions_78039
rank   3/5126  feat_uid   1714  coef     -0.037234 X:headache_7840
rank   4/5126  feat_uid   3052  coef     -0.036788 X:sedimentation_rate+_erythrocyte;_non-automated_c85651
rank   5/5126  feat_uid    724  coef     -0.027951 X:cardiac_dysrhythmia+_unspecified_4279
rank   6/5126  feat_uid   1626  coef     -0.026505 X:disorder_of_bone_and_cartilage+_unspecified_73390
rank   7/5126  feat_uid   3821  coef     -0.026144 X:omeprazole_d00325
rank   8/5126  feat_uid   1368  coef     -0.023997 X:unspecified_pruritic_disorder_6989
rank   9/5126  feat_uid   4204  coef     -0.023553 X:atorvastatin_d04105
rank  10/5126  feat_uid    956  coef     -0.021784 X:unspecified_gastritis_and_gastroduodenitis+_without_mention_of_hemorrhage_53550
rank  11/5126  feat_uid   3237  coef     -0.020851 X:influenza_virus_vaccine+_trivalent+_split_virus+_when_administered_to_individuals_3_years_of_age_and_older+_for_intramuscular_use_c90658
rank  12/5126  feat_uid   3020  coef     -0.020683 X:hemogram+_automated_(rbc+_wbc+_hb+_hct_and_indices_only)_c85021
rank  13/5126  feat_uid   3738  coef     -0.020667 X:lansoprazole_d00149
rank  14/5126  feat_uid   3308  coef     -0.018847 X:electrocardiogram+_routine_ecg_with_at_least_12_leads;_with_interpretation_and_report_c93000
rank  15/5126  feat_uid   5049  coef     -0.018755 X:other_specified_counseling_v6549
rank  16/5126  feat_uid   1691  coef     -0.018288 X:abnormality_of_gait_7812
rank  17/5126  feat_uid   3725  coef     -0.017328 X:metoprolol_d00134
rank  18/5126  feat_uid   3256  coef     -0.014267 X:therapeutic+_prophylactic_or_diagnostic_injection_(specify_substance_or_drug);_subcutaneous_or_intramuscular_c90772
rank  19/5126  feat_uid   3062  coef     -0.014003 X:antinuclear_antibodies_(ana)_c86038
rank  20/5126  feat_uid    251  coef     -0.013961 X:type_ii_diabetes_mellitus_[non-insulin_dependent_type]_[niddm_type]_[adult-onset_type]_or_unspecified_type+_uncontrolled+_without_mention_of_complication_25002

--- top pos features for task bupropion
rank   1/5126  feat_uid   4255  coef      0.107432 X:citalopram_d04332
rank   2/5126  feat_uid    490  coef      0.077261 X:tobacco_use_disorder_3051
rank   3/5126  feat_uid   4328  coef      0.045981 X:aripiprazole_d04825
rank   4/5126  feat_uid   3267  coef      0.042511 X:psychiatric_diagnostic_interview_examination_c90801
rank   5/5126  feat_uid    959  coef      0.031848 X:gastroparesis_5363
rank   6/5126  feat_uid   2816  coef      0.028589 X:dipropylacetic_acid_(valproic_acid)_c80164
rank   7/5126  feat_uid    282  coef      0.028197 X:unspecified_disorder_of_the_pituitary_gland_and_its_hypothalamic_control_2539
rank   8/5126  feat_uid   2989  coef      0.026313 X:testosterone;_total_c84403
rank   9/5126  feat_uid    795  coef      0.023311 X:venous_embolism_and_thrombosis_of_unspecified_deep_vessels_of__lower_extremity_45340
rank  10/5126  feat_uid   4957  coef      0.019652 X:liver_replaced_by_transplant_v427
rank  11/5126  feat_uid   2988  coef      0.018516 X:testosterone;_free_c84402
rank  12/5126  feat_uid   3486  coef      0.017400 X:therapeutic_procedure(s)+_group_(2_or_more_individuals)_c97150
rank  13/5126  feat_uid    157  coef      0.017252 X:chronic_myeloid_leukemia_without_mention_of_remission_20510
rank  14/5126  feat_uid   4248  coef      0.016608 X:sildenafil_d04299
rank  15/5126  feat_uid   5037  coef      0.016236 X:bereavement+_uncomplicated_v6282
rank  16/5126  feat_uid   1594  coef      0.016010 X:plantar_fascial_fibromatosis_72871
rank  17/5126  feat_uid    437  coef      0.015914 X:bipolar_affective_disorder+_unspecified_2967
rank  18/5126  feat_uid   4904  coef      0.014945 X:other_specified_personal_history_presenting_hazards_to_health_v1589
rank  19/5126  feat_uid   4187  coef      0.014571 X:amphetamine-dextroamphetamine_d04035
rank  20/5126  feat_uid    543  coef      0.014328 X:paralysis_agitans_3320