LEGEND_NAME = logistic_regr

Gibbs_LDAPC_sLDAlogistic_regr
ourBP_sLDA

LABEL_NAME = fluoxetine

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_3_interpretation.txt
--- top neg features for task fluoxetine
rank   1/5126  feat_uid   3778  coef     -0.381580 X:fluoxetine_d00236
rank   2/5126  feat_uid    543  coef     -0.044911 X:paralysis_agitans_3320
rank   3/5126  feat_uid   1626  coef     -0.037618 X:disorder_of_bone_and_cartilage+_unspecified_73390
rank   4/5126  feat_uid   3966  coef     -0.036557 X:polyethylene_glycol_3350_with_electrolytes_d01023
rank   5/5126  feat_uid   2504  coef     -0.036352 X:computed_tomography+_head_or_brain;_without_contrast_material_c70450
rank   6/5126  feat_uid   3539  coef     -0.030814 X:office_consultation_for_a_new_or_established_patient+_which_requires_these_three_key_components:_a_comprehensive_history;_a_comprehensive_examination;_and_medical_decision_making_of_moderate_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_moderate_to_high_severity._physicians_typically_spend_60_minutes_face-to-face_with_the_patient_and/or_family._c99244
rank   7/5126  feat_uid   3939  coef     -0.026387 X:zolpidem_d00910
rank   8/5126  feat_uid   3573  coef     -0.025934 X:periodic_comprehensive_preventive_medicine_reevaluation_and_management_of_an_individual_including_an_age_and_gender_appropriate_history+_examination+_counseling/anticipatory_guidance/risk_factor_reduction_interventions+_and_the_ordering_of_appropriate_immunization(s)+_laboratory/diagnostic_procedures+_established_patient;_18-39_years_c99395
rank   9/5126  feat_uid   5049  coef     -0.025659 X:other_specified_counseling_v6549
rank  10/5126  feat_uid   3708  coef     -0.024243 X:azithromycin_d00091
rank  11/5126  feat_uid   3904  coef     -0.021101 X:simvastatin_d00746
rank  12/5126  feat_uid   2985  coef     -0.020882 X:sodium;_serum_c84295
rank  13/5126  feat_uid   3526  coef     -0.017922 X:initial_hospital_care+_per_day+_for_the_evaluation_and_management_of_a_patient+_which_requires_these_three_key_components:_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_problem(s)_requiring_admission_are_of_high_severity._physicians_typically_spend_70_minutes_at_the_bedside_and_on_the_patient's_hospital_floor_or_unit._c99223
rank  14/5126  feat_uid   4054  coef     -0.017711 X:gabapentin_d03182
rank  15/5126  feat_uid   1520  coef     -0.016026 X:displacement_of_lumbar_intervertebral_disc_without_myelopathy_72210
rank  16/5126  feat_uid    664  coef     -0.015159 X:benign_essential_hypertension_4011
rank  17/5126  feat_uid    584  coef     -0.014078 X:migraine+_unspecified+_without_mention_of_intractable_migraine_34690
rank  18/5126  feat_uid   3204  coef     -0.012648 X:consultation_and_report_on_referred_slides_prepared_elsewhere_c88321
rank  19/5126  feat_uid   3022  coef     -0.012410 X:blood_count;_complete_(cbc)+_automated_(hgb+_hct+_rbc+_wbc_and_platelet_count)_and_automated_differential_wbc_count_c85025
rank  20/5126  feat_uid     86  coef     -0.011774 X:malignant_neoplasm_of_bronchus_and_lung+_unspecified_1629

--- top pos features for task fluoxetine
rank   1/5126  feat_uid   1856  coef      0.030176 X:nonspecific_reaction_to_tuberculin_skin_test_without_active_tuberculosis_7955
rank   2/5126  feat_uid     88  coef      0.025555 X:malignant_neoplasm_of_long_bones_of_lower_limb_1707
rank   3/5126  feat_uid   1697  coef      0.024431 X:rash_and_other_nonspecific_skin_eruption_7821
rank   4/5126  feat_uid   1680  coef      0.020354 X:malaise_and_fatigue_7807
rank   5/5126  feat_uid   4842  coef      0.019182 X:need_for_prophylactic_vaccination_and_inoculation_against_influenza_v048
rank   6/5126  feat_uid    995  coef      0.017696 X:constipation+_unspecified_56400
rank   7/5126  feat_uid    811  coef      0.017596 X:unspecified_hemorrhoids_without_mention_of_complication_4556
rank   8/5126  feat_uid   1569  coef      0.017358 X:achilles_bursitis_or_tendinitis_72671
rank   9/5126  feat_uid   3020  coef      0.017300 X:hemogram+_automated_(rbc+_wbc+_hb+_hct_and_indices_only)_c85021
rank  10/5126  feat_uid   3155  coef      0.015948 X:infectious_agent_antigen_detection_by_enzyme_immunoassay_technique+_qualitative_or_semiquantitative+_multiple_step_method;_hepatitis_b_surface_antigen_(hbsag)_c87340
rank  11/5126  feat_uid   3554  coef      0.014404 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  12/5126  feat_uid   1380  coef      0.014301 X:other_specified_diseases_of_nail_7038
rank  13/5126  feat_uid   2829  coef      0.013474 X:urinalysis+_by_dip_stick_or_tablet_reagent_for_bilirubin+_glucose+_hemoglobin+_ketones+_leukocytes+_nitrite+_ph+_protein+_specific_gravity+_urobilinogen+_any_number_of_these_constituents;_automated+_with_microscopy_c81001
rank  14/5126  feat_uid   2924  coef      0.012953 X:iron_binding_capacity_c83550
rank  15/5126  feat_uid    132  coef      0.012647 X:secondary_malignant_neoplasm_of_lung_1970
rank  16/5126  feat_uid   2881  coef      0.011701 X:creatinine;_blood_c82565
rank  17/5126  feat_uid    993  coef      0.011020 X:diverticulitis_of_colon_without_mention_of_hemorrhage_56211
rank  18/5126  feat_uid     30  coef      0.010754 X:acute_or_unspecified_hepatitis_c_without_mention_of_hepatic_coma_07051
rank  19/5126  feat_uid   4917  coef      0.010000 X:routine_infant_or_child_health_check_v202
rank  20/5126  feat_uid   3157  coef      0.009766 X:infectious_agent_detection_by_nucleic_acid_(dna_or_rna);_chlamydia_trachomatis+_amplified_probe_technique_c87491