port = "5432" hostname = "VIEWSHOST" connectstring = dbutils.make_connectstring(prefix, db, uname, hostname, port) rf_500 = RandomForestClassifier(n_estimators=500, n_jobs=10) scaler = StandardScaler() pipe_rf_500 = Pipeline([('scaler', scaler), ('rf', rf_500)]) output_schema = "landed_test" output_table = "osa_cm_canon_base_eval_test_sb" models = [{ "dir_pickles": "$SNIC_TMP/osa/pickles/osa_cm_canon_base_eval_test_sb/cm_canon_base_eval_test_logit_fullsample_sb", "estimator": SMLogit(), "features": [ "l2_ged_dummy_sb", "l3_ged_dummy_sb", "l4_ged_dummy_sb", "l5_ged_dummy_sb", "l6_ged_dummy_sb", "l7_ged_dummy_sb", "l8_ged_dummy_sb", "l9_ged_dummy_sb", "l10_ged_dummy_sb", "l11_ged_dummy_sb", "l12_ged_dummy_sb", "l1_ged_dummy_sb", "l1_ged_dummy_ns", "l1_ged_dummy_os", "decay_12_cw_ged_dummy_sb_0", "decay_12_cw_ged_dummy_ns_0", "decay_12_cw_ged_dummy_os_0", "fvp_lngdpcap_nonoilrent", "fvp_lngdpcap_oilrent", "fvp_grgdpcap_oilrent", "fvp_grgdpcap_nonoilrent", "ln_fvp_timeindep", "ln_fvp_timesincepreindepwar", "ln_fvp_timesinceregimechange", "fvp_demo", "fvp_semi", "fvp_prop_excluded", "ln_fvp_population200", "ssp2_edu_sec_15_24_prop", "ssp2_urban_share_iiasa" ], "forecast_end": 456,
hostname = "VIEWSHOST" connectstring = dbutils.make_connectstring(prefix, db, uname, hostname, port) rf_500 = RandomForestClassifier(n_estimators = 500, n_jobs=10) scaler = StandardScaler() pipe_rf_500 = Pipeline([ ('scaler', scaler), ('rf', rf_500)]) output_schema = "landed_test" output_table = "osa_pgm_acled_histonly_fcast_test_ns" models = [ { "dir_pickles": "$SNIC_TMP/osa/pickles/osa_pgm_acled_histonly_fcast_test_ns/pgm_acled_histonly_fcast_test_logit_fullsample_ns", "estimator": SMLogit(), "features": [ "l2_ged_dummy_ns", "l3_ged_dummy_ns", "l4_ged_dummy_ns", "l5_ged_dummy_ns", "l6_ged_dummy_ns", "l7_ged_dummy_ns", "l8_ged_dummy_ns", "l9_ged_dummy_ns", "l10_ged_dummy_ns", "l11_ged_dummy_ns", "l12_ged_dummy_ns", "q_1_1_l2_ged_dummy_ns", "q_1_1_l3_ged_dummy_ns", "l1_ged_dummy_sb",