LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = mirtazapine

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_7_interpretation.txt
--- top neg features for task mirtazapine
rank   1/5126  feat_uid    338  coef     -0.048093 X:obesity+_unspecified_27800
rank   2/5126  feat_uid   5104  coef     -0.041435 X:screening_for_malignant_neoplasms_of_the_cervix_v762
rank   3/5126  feat_uid    831  coef     -0.031137 X:acute_pharyngitis_462
rank   4/5126  feat_uid   1748  coef     -0.030389 X:unspecified_chest_pain_78650
rank   5/5126  feat_uid   3012  coef     -0.028910 X:gonadotropin+_chorionic_(hcg);_quantitative_c84702
rank   6/5126  feat_uid   3167  coef     -0.025513 X:cytopathology+_cervical_or_vaginal_(any_reporting_system)+_collected_in_preservative_fluid+_automated_thin_layer_preparation;_manual_screening_under_physician_supervision_c88142
rank   7/5126  feat_uid   5063  coef     -0.016802 X:routine_general_medical_examination_at_a_health_care_facility_v700
rank   8/5126  feat_uid   2809  coef     -0.012914 X:renal_function_panel_this_panel_must_include_the_following:_albumin_(82040)_calcium_(82310)_carbon_dioxide_(bicarbonate)_(82374)_chloride_(82435)_creatinine_(82565)_glucose_(82947)_phosphorus_inorganic_(phosphate)_(84100)_potassium_(84132)_sodium_(84295)_urea_nitrogen_(bun)_(84520)_c80069
rank   9/5126  feat_uid   5010  coef     -0.011257 X:radiotherapy_encounter_v580
rank  10/5126  feat_uid    885  coef     -0.010490 X:unspecified_pleural_effusion_5119
rank  11/5126  feat_uid    333  coef     -0.009441 X:cystic_fibrosis_without_mention_of_meconium_ileus_27700
rank  12/5126  feat_uid    879  coef     -0.008512 X:bronchiectasis_with_acute_exacerbation_4941
rank  13/5126  feat_uid    528  coef     -0.007737 X:attention_deficit_disorder_of_childhood_without_mention_of_hyperactivity_31400
rank  14/5126  feat_uid    979  coef     -0.007552 X:regional_enteritis_of_unspecified_site_5559
rank  15/5126  feat_uid    460  coef     -0.007411 X:obsessive-compulsive_disorders_3003
rank  16/5126  feat_uid    725  coef     -0.007149 X:congestive_heart_failure_4280
rank  17/5126  feat_uid    563  coef     -0.006988 X:multiple_sclerosis_340
rank  18/5126  feat_uid    426  coef     -0.006207 X:bipolar_affective_disorder+_manic+_unspecified_degree_29640
rank  19/5126  feat_uid   3140  coef     -0.005721 X:culture+_bacterial;_any_other_source_except_urine+_blood_or_stool+_with_isolation_and_presumptive_identification_of_isolates_c87070
rank  20/5126  feat_uid   3481  coef     -0.005464 X:therapeutic_procedure+_one_or_more_areas+_each_15_minutes;_therapeutic_exercises_to_develop_strength_and_endurance+_range_of_motion_and_flexibility_c97110

--- top pos features for task mirtazapine
rank   1/5126  feat_uid   1706  coef      0.059020 X:loss_of_weight_78321
rank   2/5126  feat_uid   1614  coef      0.032159 X:osteoporosis+_unspecified_73300
rank   3/5126  feat_uid   2772  coef      0.031161 X:radiation_treatment_management+_five_treatments_c77427
rank   4/5126  feat_uid   3554  coef      0.026562 X:emergency_department_visit_for_the_evaluation_and_management_of_a_patient+_which_requires_these_three_key_components_within_the_constraints_imposed_by_the_urgency_of_the_patient's_clinical_condition_and/or_mental_status:_a_comprehensive_history;_a_comprehensive_examination;_and_medical_decision_making_of_high_complexity._counseling_and/or_coordination_of_care_with_other_providers_or_agencies_are_provided_consistent_with_the_nature_of_the_problem(s)_and_the_patient's_and/or_family's_needs._usually+_the_presenting_problem(s)_are_of_high_severity_and_pose_an_immediate_significant_threat_to_life_or_physiologic_function._c99285
rank   5/5126  feat_uid   3267  coef      0.023160 X:psychiatric_diagnostic_interview_examination_c90801
rank   6/5126  feat_uid   3467  coef      0.022247 X:chemotherapy_administration+_intravenous_infusion_technique;_each_additional_sequential_infusion_(different_substance/drug)+_up_to_1_hour_(list_separately_in_addition_to_code_for_primary_procedure)_c96417
rank   7/5126  feat_uid     66  coef      0.019989 X:malignant_neoplasm_of_esophagus+_unspecified_1509
rank   8/5126  feat_uid   3904  coef      0.019864 X:simvastatin_d00746
rank   9/5126  feat_uid     79  coef      0.019693 X:malignant_neoplasm_of_pancreas+_part_unspecified_1579
rank  10/5126  feat_uid    274  coef      0.019153 X:hyperparathyroidism_2520
rank  11/5126  feat_uid   2973  coef      0.019052 X:prostate_specific_antigen_(psa);_total_c84153
rank  12/5126  feat_uid   2879  coef      0.017650 X:creatine_kinase_(ck)+_(cpk);_total_c82550
rank  13/5126  feat_uid    413  coef      0.017354 X:major_depressive_disorder+_single_episode+_unspecified_degree_29620
rank  14/5126  feat_uid   5026  coef      0.014273 X:encounter_for_long-term_(current)_use_of_other_medications_v5869
rank  15/5126  feat_uid   3137  coef      0.013132 X:culture+_bacterial;_feces+_with_isolation_and_preliminary_examination_(eg+_kia+_lia)+_salmonella_and_shigella_species_c87045
rank  16/5126  feat_uid   1027  coef      0.013088 X:cirrhosis_of_liver_without_mention_of_alcohol_5715
rank  17/5126  feat_uid    137  coef      0.012741 X:secondary_malignant_neoplasm_of_other_digestive_organs_and_spleen_1978
rank  18/5126  feat_uid   1691  coef      0.011891 X:abnormality_of_gait_7812
rank  19/5126  feat_uid     63  coef      0.011511 X:malignant_neoplasm_of_tonsil_1460
rank  20/5126  feat_uid   1080  coef      0.011263 X:calculus_of_kidney_5920