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| dataset,problem_type,(R)ReliefF,CART,ElasticNet,F-Test,GainRatio,LOCO,LaplacianScore,Lasso,MI,MarkovBlanket,RFImportance,Random,SBE,SFS,mRMR | |
| allstate_claims_severity,regression,8.84,3.17,5.44,8.93,7.55,3.75,14.93,5.43,5.27,7.62,3.55,13.31,13.69,8.0,10.52 | |
| ancestry_study,multiclass,6.41,4.27,7.01,5.09,9.12,7.48,11.53,7.3,3.65,7.95,6.01,13.27,12.37,10.87,7.65 | |
| anneal,multiclass,7.47,5.95,6.8,8.84,8.53,7.61,12.8,5.31,8.65,7.79,4.68,12.75,6.44,7.62,8.77 | |
| aps_failure,binary,12.05,4.87,5.08,8.73,10.39,9.77,13.05,5.99,7.51,4.93,3.89,8.03,10.21,7.19,8.31 | |
| audiology_diagnosis,multiclass,6.79,6.82,8.39,6.31,7.82,13.25,8.63,9.63,5.95,7.13,4.25,9.03,9.45,7.83,8.71 | |
| automobile,regression,8.08,4.27,9.77,7.47,8.78,7.23,12.84,9.82,4.83,7.68,3.89,9.64,7.35,10.03,8.33 | |
| bad_customer_detection,binary,13.05,7.02,11.47,10.83,3.43,7.76,9.41,11.49,3.89,6.55,7.25,9.3,6.51,5.67,6.37 | |
| bank_customer_churn,binary,10.27,9.29,8.33,6.31,6.89,4.46,13.69,8.33,4.35,6.85,9.99,13.23,5.09,4.86,8.05 | |
| bank_marketing,binary,11.09,9.55,5.79,6.59,10.19,5.12,10.9,5.77,6.11,7.91,10.75,10.58,4.23,5.73,9.71 | |
| bioresponse,binary,7.68,3.87,5.69,5.23,9.24,11.72,15.0,5.59,3.4,5.33,2.96,12.71,12.96,8.97,9.65 | |
| body_density_prediction,regression,6.12,6.69,5.97,8.65,9.19,8.87,9.03,5.97,9.27,9.22,6.08,12.32,7.08,6.63,8.92 | |
| brasilian_houses,regression,7.89,6.73,8.36,6.39,7.79,7.57,12.43,8.37,7.59,5.97,6.1,10.11,8.55,9.81,6.34 | |
| churn,binary,10.35,5.77,5.45,5.37,11.92,9.79,12.47,5.27,8.37,12.52,6.29,12.76,3.79,4.36,5.55 | |
| clock_protein_period,binary,9.99,8.96,6.92,6.59,9.79,8.55,5.27,6.92,9.33,8.43,8.45,6.43,6.87,6.39,11.11 | |
| clock_protein_toxicity,binary,9.35,8.57,7.77,8.96,6.07,9.43,7.92,7.77,7.67,8.33,7.27,8.91,7.6,6.87,7.5 | |
| coil_2000_insurance_policies,binary,13.15,4.73,8.38,4.19,6.85,7.36,14.97,10.65,4.97,7.4,6.19,8.01,10.65,4.64,7.85 | |
| colon_tumor,binary,6.51,9.95,7.53,6.69,7.26,8.39,7.87,7.0,6.91,8.5,7.94,9.58,9.13,9.08,7.66 | |
| credit_approval,binary,7.71,7.22,5.86,4.45,11.55,7.25,12.81,5.55,6.09,12.29,5.65,11.33,6.2,7.33,8.69 | |
| credit_card_clients_default,binary,7.33,8.01,6.99,6.82,7.07,6.27,13.27,8.77,8.95,5.37,8.12,10.56,5.67,8.82,7.98 | |
| customer_satisfaction_in_airline,binary,6.43,5.28,8.42,12.05,11.93,5.47,7.54,8.45,8.06,9.03,7.69,12.4,2.49,2.61,12.15 | |
| drug_induced_autoimmunity_prediction,binary,9.23,5.95,7.67,8.89,6.29,6.85,11.43,8.02,8.01,5.67,6.16,9.36,9.93,7.61,8.92 | |
| forest_fires,regression,8.04,7.27,8.83,10.8,6.71,7.96,6.51,8.83,7.2,7.94,7.65,8.23,8.42,7.88,7.74 | |
| framingham_heart_study,binary,8.86,7.81,5.81,6.46,7.86,5.33,12.43,6.25,10.51,9.01,7.34,10.87,5.24,8.27,7.96 | |
| give_me_some_credit,binary,10.92,10.48,6.95,5.63,11.11,4.23,12.25,7.09,3.98,10.55,10.36,8.87,5.07,6.12,6.4 | |
| hazelnut_spread_contaminant_detection_10GHz,binary,4.31,4.44,8.17,9.15,9.15,6.27,14.69,8.32,9.35,6.79,5.71,12.51,5.35,6.75,9.05 | |
| heart_disease_cleveland,binary,6.83,9.0,6.89,7.27,5.91,9.03,12.43,7.73,5.83,8.26,6.93,8.74,8.76,8.15,8.23 | |
| heart_disease_hungary,binary,6.19,11.7,4.99,6.31,9.88,9.07,7.24,6.73,6.1,10.4,9.46,11.45,7.24,6.28,6.96 | |
| heart_disease_switzerland,binary,5.01,7.36,10.92,5.7,9.11,7.43,8.52,10.92,4.41,10.33,8.27,8.84,8.01,9.46,5.71 | |
| heart_disease_va_long_beach,binary,8.51,8.63,10.15,6.6,7.14,7.86,6.73,10.07,7.06,6.93,8.32,7.91,5.43,8.55,10.12 | |
| heloc,binary,7.45,7.36,8.25,7.35,7.37,8.13,13.37,8.03,6.67,4.32,7.36,13.23,6.65,8.27,6.19 | |
| hepatitis_survival_prediction,binary,8.27,8.17,8.43,8.26,7.73,7.31,8.89,7.9,7.27,6.38,9.08,7.97,6.63,10.03,7.69 | |
| hiva_agnostic,binary,6.4,8.39,4.23,8.16,10.09,10.05,12.67,5.93,8.11,8.95,4.67,7.91,8.87,5.49,10.09 | |
| homesite_quote_conversion,binary,6.19,2.55,3.52,7.16,10.67,10.48,14.96,3.97,5.75,7.62,3.75,12.91,13.35,10.61,6.53 | |
| horse_colic_survival,multiclass,8.61,8.28,6.59,6.53,7.3,8.38,10.38,6.51,7.05,6.5,6.45,9.79,7.76,12.46,7.4 | |
| hr_analytics,binary,9.37,8.8,6.61,7.41,6.72,12.05,13.77,6.65,6.42,5.17,9.33,10.82,4.64,4.89,7.33 | |
| in_vehicle_coupon_recommendation,binary,6.73,5.13,9.99,10.83,7.89,4.34,14.51,9.67,6.69,8.0,4.67,11.84,3.59,5.82,10.32 | |
| ionosphere,binary,8.97,8.13,7.69,7.54,7.3,9.24,11.63,8.11,6.63,6.28,6.81,8.33,8.49,8.31,6.55 | |
| japanese_credit_screening,binary,7.35,5.9,6.93,6.34,8.11,9.09,10.71,6.51,7.6,7.17,6.85,10.56,10.59,9.51,6.78 | |
| kdd_cup_09_appetency,binary,5.92,6.0,12.99,4.73,5.29,3.57,13.25,13.05,9.47,4.41,6.13,12.49,12.91,4.01,5.76 | |
| labor_negotiations,binary,7.61,9.05,7.58,7.8,7.75,8.52,6.9,8.49,7.63,6.77,6.2,9.53,7.86,9.63,8.67 | |
| leukemia_allaml,binary,5.53,10.19,5.85,5.77,5.39,11.27,11.37,6.59,5.54,6.97,5.33,12.23,11.11,11.19,5.65 | |
| ljubljana_primary_tumor,multiclass,8.97,4.24,11.21,7.73,7.23,8.79,12.57,7.87,3.25,8.29,5.17,10.12,8.07,8.45,8.03 | |
| lung_cancer,multiclass,6.55,7.97,5.87,8.57,5.17,9.76,14.2,8.55,5.68,6.17,5.93,9.96,10.17,9.46,5.99 | |
| lymphography,binary,5.51,4.86,8.5,7.39,8.56,7.76,11.31,9.57,6.57,9.64,4.4,10.53,7.44,9.33,8.63 | |
| marketing_campaign,binary,11.44,7.04,4.77,7.19,11.04,6.03,12.89,4.18,8.75,8.81,8.25,12.19,4.7,5.11,7.61 | |
| mechanisms_of_action,binary,8.35,7.29,6.4,8.08,7.17,10.55,8.47,7.01,7.88,7.71,7.32,9.98,9.11,7.92,6.76 | |
| miami_housing,regression,9.56,5.04,7.77,8.19,7.87,7.5,13.72,7.89,7.78,8.11,5.46,13.79,3.91,4.59,8.84 | |
| mic,multiclass,9.85,5.27,6.15,6.15,8.57,10.55,13.39,6.57,6.25,4.48,5.44,11.97,11.95,8.17,5.24 | |
| naticusdroid_android_permissions_dataset,binary,7.0,3.85,2.95,5.03,10.7,8.01,14.99,4.61,5.19,12.59,2.67,12.4,11.61,7.71,10.7 | |
| nci_ovarian_cancer,binary,7.23,7.45,6.23,7.31,7.11,11.11,13.89,5.27,7.49,6.31,5.86,10.75,10.34,7.73,5.91 | |
| nci_pancreatic_cancer,binary,6.6,7.54,2.29,6.41,9.41,9.27,12.54,4.17,11.0,9.93,4.86,10.37,9.95,9.91,5.77 | |
| nci_prostate_cancer,binary,6.89,6.53,5.31,7.21,6.27,11.73,14.87,4.36,5.2,6.28,4.69,11.83,11.76,11.1,5.97 | |
| online_shoppers_purchasing_intention_dataset,binary,8.71,9.07,6.98,7.93,8.47,7.07,13.15,6.95,6.63,5.76,8.18,12.63,4.8,7.75,5.92 | |
| otto_group_product_classification_challenge,multiclass,8.33,1.79,3.67,8.2,12.01,12.4,7.44,4.68,8.6,3.29,2.47,13.33,13.23,13.41,7.15 | |
| polish_companies_bankruptcy,binary,8.17,3.48,11.93,11.27,9.17,5.76,13.39,11.76,8.33,5.29,3.69,10.23,6.81,6.16,4.55 | |
| porto_seguro,binary,10.55,6.23,3.39,4.99,6.16,8.96,13.63,7.63,7.11,5.6,5.49,10.07,9.39,11.64,9.17 | |
| predict_students_dropout_and_academic_success,multiclass,5.35,5.23,3.94,5.99,10.97,6.72,12.91,4.66,5.0,9.85,5.71,12.24,8.88,9.88,12.68 | |
| prostate_cancer,binary,4.6,8.95,5.03,5.43,5.29,12.49,13.63,5.43,5.97,7.02,6.21,12.15,12.19,10.11,5.49 | |
| pva_revenue_prediction_kddcup98,regression,5.84,10.72,3.8,3.56,8.51,9.39,11.8,3.63,9.39,8.35,10.89,9.25,9.47,7.28,8.13 | |
| qsar_biodeg,binary,6.79,7.79,5.83,8.21,8.6,8.57,13.07,8.66,8.04,5.81,8.43,10.57,6.37,6.27,6.99 | |
| qsar_oral_toxicity,binary,6.23,3.36,5.25,5.96,11.37,11.37,12.72,4.23,5.51,10.48,4.17,11.24,11.08,5.67,11.37 | |
| qsar_tid_11,regression,5.91,3.03,5.28,5.72,13.05,10.2,7.71,4.92,4.35,12.67,1.52,11.99,11.8,8.8,13.07 | |
| santander_customer_transaction_prediction,binary,14.12,6.07,4.05,2.73,4.9,9.72,14.44,4.06,13.23,5.53,4.03,11.31,11.19,9.89,4.64 | |
| sdss_17,multiclass,9.89,5.05,6.16,9.97,7.06,4.71,13.64,6.14,7.12,5.66,6.83,12.35,4.95,7.87,12.6 | |
| smoking_lung_cancer,binary,6.29,6.95,4.65,8.67,7.86,9.66,8.01,5.29,8.52,8.81,6.09,11.29,10.75,9.61,7.55 | |
| soybean_large,multiclass,10.72,5.16,11.43,10.59,7.19,10.28,8.29,13.01,4.27,5.92,3.51,9.27,8.29,6.09,5.99 | |
| srbct_prediction,multiclass,4.36,10.63,4.33,5.45,5.99,11.75,13.51,5.03,5.97,6.49,4.35,11.96,12.08,12.08,6.03 | |
| superconductivity,regression,7.23,6.76,6.39,10.43,8.59,6.72,11.07,6.65,9.64,7.99,5.44,9.24,9.31,8.08,6.48 | |
| taiwanese_bankruptcy_prediction,binary,10.35,8.08,5.9,10.15,7.87,8.28,8.21,6.31,8.05,7.87,7.37,8.09,8.85,6.71,7.91 | |
| thyroid_discordant,binary,7.9,5.36,9.07,7.43,5.98,7.15,14.27,9.07,8.92,7.61,5.45,9.41,4.09,9.05,9.24 | |
| wine_quality,regression,5.67,2.97,8.49,10.79,7.39,10.15,11.87,8.45,8.65,6.31,2.78,11.85,5.47,8.63,10.53 | |