--- dataset_info: - config_name: datagen_001 features: - name: humidity dtype: float64 - name: temperature dtype: float64 - name: disk_iops dtype: float64 - name: latency_ms dtype: float64 - name: fan_rpm dtype: float64 - name: throughput_gbps dtype: float64 - name: current dtype: float64 - name: mem_pct dtype: float64 - name: uptime_hours dtype: float64 - name: pressure dtype: float64 - name: voltage dtype: float64 - name: vibration dtype: float64 - name: packet_loss dtype: float64 - name: error_rate dtype: float64 - name: cpu_pct dtype: float64 - name: iot_15 dtype: float64 - name: iot_16 dtype: float64 - name: iot_17 dtype: float64 - name: iot_18 dtype: float64 - name: iot_19 dtype: float64 - name: iot_20 dtype: float64 - name: iot_21 dtype: float64 - name: iot_22 dtype: float64 - name: iot_23 dtype: float64 - name: iot_24 dtype: float64 - name: iot_25 dtype: float64 - name: iot_26 dtype: float64 - name: iot_27 dtype: float64 - name: iot_28 dtype: float64 - name: iot_29 dtype: float64 - name: iot_30 dtype: float64 - name: target dtype: int64 - name: _source_meta dtype: large_string - name: intensity dtype: float64 - name: reaction_time dtype: float64 - name: balance dtype: float64 - name: cost_usd dtype: float64 - name: purity dtype: float64 - name: entropy dtype: float64 - name: age dtype: float64 - name: yield_pct dtype: float64 - name: carrier_id dtype: float64 - name: priority dtype: float64 - name: fuel_consumption dtype: float64 - name: wavelength dtype: float64 - name: science_23 dtype: float64 - name: pressure_pa dtype: float64 - name: fragile dtype: float64 - name: debt_ratio dtype: float64 - name: loan_amount dtype: float64 - name: margin dtype: float64 - name: assets dtype: float64 - name: science_20 dtype: float64 - name: energy_kj dtype: float64 - name: concentration dtype: float64 - name: route_id dtype: float64 - name: volume dtype: float64 - name: logistics_17 dtype: float64 - name: default dtype: float64 - name: science_18 dtype: float64 - name: weight_kg dtype: float64 - name: logistics_15 dtype: float64 - name: velocity dtype: float64 - name: science_19 dtype: float64 - name: income dtype: float64 - name: interest_rate dtype: float64 - name: warehouse_id dtype: float64 - name: science_17 dtype: float64 - name: customs_flag dtype: float64 - name: load_factor dtype: float64 - name: return_flag dtype: float64 - name: science_22 dtype: float64 - name: distance_km dtype: float64 - name: temperature_k dtype: float64 - name: science_16 dtype: float64 - name: expenses dtype: float64 - name: damage_rate dtype: float64 - name: logistics_16 dtype: float64 - name: acceleration dtype: float64 - name: mass dtype: float64 - name: ph dtype: float64 - name: employment_years dtype: float64 - name: transit_days dtype: float64 - name: science_15 dtype: float64 - name: credit_score dtype: float64 - name: science_21 dtype: float64 - name: tax_rate dtype: float64 - name: on_time dtype: float64 splits: - name: train num_bytes: 3815106 num_examples: 3500 download_size: 585236 dataset_size: 3815106 - config_name: datagen_002 features: - name: performance_score dtype: float64 - name: team_size dtype: float64 - name: department_id dtype: float64 - name: peer_rating dtype: float64 - name: promotions dtype: float64 - name: satisfaction dtype: float64 - name: absences dtype: float64 - name: bonus_pct dtype: float64 - name: role_level dtype: float64 - name: training_hours dtype: float64 - name: remote_days dtype: float64 - name: overtime_hours dtype: float64 - name: tenure_years dtype: float64 - name: attrition dtype: float64 - name: salary dtype: float64 - name: hr_15 dtype: float64 - name: hr_16 dtype: float64 - name: hr_17 dtype: float64 - name: hr_18 dtype: float64 - name: hr_19 dtype: float64 - name: hr_20 dtype: float64 - name: hr_21 dtype: float64 - name: hr_22 dtype: float64 - name: hr_23 dtype: float64 - name: hr_24 dtype: float64 - name: hr_25 dtype: float64 - name: hr_26 dtype: float64 - name: hr_27 dtype: float64 - name: hr_28 dtype: float64 - name: hr_29 dtype: float64 - name: hr_30 dtype: float64 - name: hr_31 dtype: float64 - name: hr_32 dtype: float64 - name: hr_33 dtype: float64 - name: hr_34 dtype: float64 - name: hr_35 dtype: float64 - name: hr_36 dtype: float64 - name: hr_37 dtype: float64 - name: hr_38 dtype: float64 - name: target dtype: int64 - name: _source_meta dtype: large_string - name: packet_loss dtype: float64 - name: iot_48 dtype: float64 - name: vibration dtype: float64 - name: iot_32 dtype: float64 - name: loan_amount dtype: float64 - name: iot_17 dtype: float64 - name: expenses dtype: float64 - name: iot_30 dtype: float64 - name: hr_48 dtype: float64 - name: hr_42 dtype: float64 - name: iot_21 dtype: float64 - name: disk_iops dtype: float64 - name: iot_45 dtype: float64 - name: hr_53 dtype: float64 - name: current dtype: float64 - name: iot_41 dtype: float64 - name: iot_38 dtype: float64 - name: iot_29 dtype: float64 - name: hr_51 dtype: float64 - name: iot_34 dtype: float64 - name: iot_42 dtype: float64 - name: iot_40 dtype: float64 - name: iot_18 dtype: float64 - name: voltage dtype: float64 - name: age dtype: float64 - name: iot_15 dtype: float64 - name: iot_37 dtype: float64 - name: balance dtype: float64 - name: debt_ratio dtype: float64 - name: mem_pct dtype: float64 - name: hr_49 dtype: float64 - name: iot_23 dtype: float64 - name: iot_36 dtype: float64 - name: iot_19 dtype: float64 - name: revenue dtype: float64 - name: iot_50 dtype: float64 - name: hr_57 dtype: float64 - name: hr_58 dtype: float64 - name: hr_59 dtype: float64 - name: iot_44 dtype: float64 - name: hr_43 dtype: float64 - name: iot_27 dtype: float64 - name: error_rate dtype: float64 - name: iot_20 dtype: float64 - name: hr_44 dtype: float64 - name: throughput_gbps dtype: float64 - name: iot_51 dtype: float64 - name: pressure dtype: float64 - name: hr_45 dtype: float64 - name: fan_rpm dtype: float64 - name: margin dtype: float64 - name: hr_47 dtype: float64 - name: employment_years dtype: float64 - name: income dtype: float64 - name: uptime_hours dtype: float64 - name: iot_26 dtype: float64 - name: iot_22 dtype: float64 - name: iot_24 dtype: float64 - name: iot_49 dtype: float64 - name: interest_rate dtype: float64 - name: iot_43 dtype: float64 - name: hr_40 dtype: float64 - name: hr_54 dtype: float64 - name: temperature dtype: float64 - name: iot_35 dtype: float64 - name: iot_28 dtype: float64 - name: hr_55 dtype: float64 - name: liabilities dtype: float64 - name: hr_46 dtype: float64 - name: iot_25 dtype: float64 - name: tax_rate dtype: float64 - name: iot_39 dtype: float64 - name: cpu_pct dtype: float64 - name: default dtype: float64 - name: latency_ms dtype: float64 - name: iot_16 dtype: float64 - name: iot_52 dtype: float64 - name: hr_52 dtype: float64 - name: humidity dtype: float64 - name: credit_score dtype: float64 - name: iot_47 dtype: float64 - name: hr_56 dtype: float64 - name: iot_33 dtype: float64 - name: hr_41 dtype: float64 - name: hr_50 dtype: float64 - name: hr_39 dtype: float64 - name: hr_60 dtype: float64 - name: iot_46 dtype: float64 - name: iot_31 dtype: float64 splits: - name: train num_bytes: 24305126 num_examples: 17000 download_size: 2906539 dataset_size: 24305126 - config_name: datagen_003 features: - name: age dtype: float64 - name: balance dtype: float64 - name: revenue dtype: float64 - name: default dtype: float64 - name: assets dtype: float64 - name: debt_ratio dtype: float64 - name: loan_amount dtype: float64 - name: tax_rate dtype: float64 - name: employment_years dtype: float64 - name: credit_score dtype: float64 - name: income dtype: float64 - name: expenses dtype: float64 - name: margin dtype: float64 - name: interest_rate dtype: float64 - name: liabilities dtype: float64 - name: finance_15 dtype: float64 - name: finance_16 dtype: float64 - name: finance_17 dtype: float64 - name: finance_18 dtype: float64 - name: finance_19 dtype: float64 - name: finance_20 dtype: float64 - name: finance_21 dtype: float64 - name: finance_22 dtype: float64 - name: target dtype: int64 - name: _source_meta dtype: large_string - name: satisfaction dtype: float64 - name: hr_24 dtype: float64 - name: finance_43 dtype: float64 - name: logistics_44 dtype: float64 - name: hr_22 dtype: float64 - name: hr_16 dtype: float64 - name: health_32 dtype: float64 - name: creatinine dtype: float64 - name: logistics_39 dtype: float64 - name: mem_pct dtype: float64 - name: health_28 dtype: float64 - name: hr_21 dtype: float64 - name: science_23 dtype: float64 - name: hr_23 dtype: float64 - name: hr_31 dtype: float64 - name: health_21 dtype: float64 - name: hr_18 dtype: float64 - name: health_42 dtype: float64 - name: health_46 dtype: float64 - name: concentration dtype: float64 - name: health_43 dtype: float64 - name: finance_30 dtype: float64 - name: hemoglobin dtype: float64 - name: health_41 dtype: float64 - name: logistics_20 dtype: float64 - name: uptime_hours dtype: float64 - name: logistics_48 dtype: float64 - name: logistics_51 dtype: float64 - name: logistics_19 dtype: float64 - name: current dtype: float64 - name: absences dtype: float64 - name: hr_25 dtype: float64 - name: velocity dtype: float64 - name: hr_33 dtype: float64 - name: heart_rate dtype: float64 - name: humidity dtype: float64 - name: warehouse_id dtype: float64 - name: customs_flag dtype: float64 - name: science_39 dtype: float64 - name: logistics_28 dtype: float64 - name: acceleration dtype: float64 - name: hr_19 dtype: float64 - name: fever dtype: float64 - name: finance_36 dtype: float64 - name: finance_28 dtype: float64 - name: logistics_49 dtype: float64 - name: science_38 dtype: float64 - name: science_44 dtype: float64 - name: hr_17 dtype: float64 - name: science_21 dtype: float64 - name: hr_20 dtype: float64 - name: salary dtype: float64 - name: health_48 dtype: float64 - name: science_34 dtype: float64 - name: reaction_time dtype: float64 - name: logistics_30 dtype: float64 - name: entropy dtype: float64 - name: science_36 dtype: float64 - name: carrier_id dtype: float64 - name: health_19 dtype: float64 - name: smoking dtype: float64 - name: white_cell_count dtype: float64 - name: health_16 dtype: float64 - name: training_hours dtype: float64 - name: health_20 dtype: float64 - name: exercise_days dtype: float64 - name: science_29 dtype: float64 - name: logistics_24 dtype: float64 - name: science_41 dtype: float64 - name: logistics_31 dtype: float64 - name: route_id dtype: float64 - name: finance_37 dtype: float64 - name: health_44 dtype: float64 - name: science_33 dtype: float64 - name: health_17 dtype: float64 - name: weight_kg dtype: float64 - name: packet_loss dtype: float64 - name: vibration dtype: float64 - name: team_size dtype: float64 - name: science_48 dtype: float64 - name: health_22 dtype: float64 - name: logistics_22 dtype: float64 - name: overtime_hours dtype: float64 - name: hr_27 dtype: float64 - name: logistics_41 dtype: float64 - name: load_factor dtype: float64 - name: finance_25 dtype: float64 - name: science_46 dtype: float64 - name: remote_days dtype: float64 - name: science_28 dtype: float64 - name: hr_26 dtype: float64 - name: logistics_18 dtype: float64 - name: finance_40 dtype: float64 - name: health_23 dtype: float64 - name: logistics_16 dtype: float64 - name: health_52 dtype: float64 - name: health_25 dtype: float64 - name: attrition dtype: float64 - name: hr_29 dtype: float64 - name: health_38 dtype: float64 - name: logistics_26 dtype: float64 - name: logistics_33 dtype: float64 - name: logistics_50 dtype: float64 - name: science_47 dtype: float64 - name: science_15 dtype: float64 - name: diagnosis dtype: float64 - name: department_id dtype: float64 - name: health_37 dtype: float64 - name: finance_35 dtype: float64 - name: health_33 dtype: float64 - name: fan_rpm dtype: float64 - name: intensity dtype: float64 - name: logistics_46 dtype: float64 - name: logistics_32 dtype: float64 - name: cost_usd dtype: float64 - name: yield_pct dtype: float64 - name: science_25 dtype: float64 - name: health_39 dtype: float64 - name: health_34 dtype: float64 - name: finance_42 dtype: float64 - name: health_53 dtype: float64 - name: wavelength dtype: float64 - name: science_43 dtype: float64 - name: logistics_23 dtype: float64 - name: promotions dtype: float64 - name: logistics_47 dtype: float64 - name: logistics_52 dtype: float64 - name: science_32 dtype: float64 - name: finance_23 dtype: float64 - name: energy_kj dtype: float64 - name: logistics_34 dtype: float64 - name: logistics_35 dtype: float64 - name: health_31 dtype: float64 - name: family_history dtype: float64 - name: health_40 dtype: float64 - name: logistics_37 dtype: float64 - name: finance_27 dtype: float64 - name: science_17 dtype: float64 - name: glucose dtype: float64 - name: return_flag dtype: float64 - name: science_22 dtype: float64 - name: distance_km dtype: float64 - name: logistics_21 dtype: float64 - name: health_54 dtype: float64 - name: finance_33 dtype: float64 - name: science_16 dtype: float64 - name: damage_rate dtype: float64 - name: health_51 dtype: float64 - name: health_15 dtype: float64 - name: finance_34 dtype: float64 - name: mass dtype: float64 - name: health_50 dtype: float64 - name: science_45 dtype: float64 - name: health_49 dtype: float64 - name: science_31 dtype: float64 - name: transit_days dtype: float64 - name: health_35 dtype: float64 - name: on_time dtype: float64 - name: logistics_40 dtype: float64 - name: finance_29 dtype: float64 - name: science_30 dtype: float64 - name: logistics_42 dtype: float64 - name: peer_rating dtype: float64 - name: health_18 dtype: float64 - name: science_26 dtype: float64 - name: logistics_27 dtype: float64 - name: logistics_29 dtype: float64 - name: purity dtype: float64 - name: finance_24 dtype: float64 - name: finance_44 dtype: float64 - name: hr_15 dtype: float64 - name: priority dtype: float64 - name: blood_pressure dtype: float64 - name: health_47 dtype: float64 - name: fuel_consumption dtype: float64 - name: science_42 dtype: float64 - name: logistics_36 dtype: float64 - name: tenure_years dtype: float64 - name: logistics_45 dtype: float64 - name: pressure_pa dtype: float64 - name: logistics_25 dtype: float64 - name: fragile dtype: float64 - name: finance_31 dtype: float64 - name: health_26 dtype: float64 - name: finance_26 dtype: float64 - name: science_24 dtype: float64 - name: bonus_pct dtype: float64 - name: logistics_38 dtype: float64 - name: pressure dtype: float64 - name: science_20 dtype: float64 - name: finance_41 dtype: float64 - name: volume dtype: float64 - name: logistics_17 dtype: float64 - name: finance_32 dtype: float64 - name: science_18 dtype: float64 - name: health_45 dtype: float64 - name: logistics_15 dtype: float64 - name: logistics_43 dtype: float64 - name: science_19 dtype: float64 - name: finance_38 dtype: float64 - name: hr_32 dtype: float64 - name: science_37 dtype: float64 - name: temperature_k dtype: float64 - name: science_35 dtype: float64 - name: performance_score dtype: float64 - name: role_level dtype: float64 - name: science_40 dtype: float64 - name: health_29 dtype: float64 - name: science_27 dtype: float64 - name: hr_30 dtype: float64 - name: ph dtype: float64 - name: cholesterol dtype: float64 - name: bmi dtype: float64 - name: alcohol_units dtype: float64 - name: health_36 dtype: float64 - name: health_30 dtype: float64 - name: finance_39 dtype: float64 - name: health_24 dtype: float64 - name: hr_28 dtype: float64 - name: health_27 dtype: float64 splits: - name: train num_bytes: 83601372 num_examples: 35500 download_size: 8023864 dataset_size: 83601372 - config_name: datagen_004 features: - name: revenue dtype: float64 - name: conversion dtype: float64 - name: clicks dtype: float64 - name: cart_size dtype: float64 - name: return_rate dtype: float64 - name: session_minutes dtype: float64 - name: churn dtype: float64 - name: shipping_days dtype: float64 - name: reviews dtype: float64 - name: refund dtype: float64 - name: price dtype: float64 - name: category dtype: float64 - name: discount dtype: float64 - name: quantity dtype: float64 - name: target dtype: int64 - name: _source_meta dtype: large_string - name: entropy dtype: float64 - name: science_20 dtype: float64 - name: ecommerce_16 dtype: float64 - name: velocity dtype: float64 - name: science_15 dtype: float64 - name: science_16 dtype: float64 - name: route_id dtype: float64 - name: load_factor dtype: float64 - name: ecommerce_29 dtype: float64 - name: ecommerce_31 dtype: float64 - name: ecommerce_26 dtype: float64 - name: science_23 dtype: float64 - name: ecommerce_36 dtype: float64 - name: ecommerce_18 dtype: float64 - name: transit_days dtype: float64 - name: reaction_time dtype: float64 - name: ecommerce_35 dtype: float64 - name: ecommerce_15 dtype: float64 - name: ecommerce_33 dtype: float64 - name: intensity dtype: float64 - name: on_time dtype: float64 - name: ecommerce_23 dtype: float64 - name: ecommerce_44 dtype: float64 - name: ecommerce_34 dtype: float64 - name: ecommerce_20 dtype: float64 - name: ecommerce_46 dtype: float64 - name: science_18 dtype: float64 - name: ecommerce_43 dtype: float64 - name: ecommerce_30 dtype: float64 - name: science_19 dtype: float64 - name: ecommerce_22 dtype: float64 - name: volume dtype: float64 - name: science_21 dtype: float64 - name: ecommerce_42 dtype: float64 - name: carrier_id dtype: float64 - name: ecommerce_21 dtype: float64 - name: ecommerce_41 dtype: float64 - name: ecommerce_24 dtype: float64 - name: pressure_pa dtype: float64 - name: ecommerce_37 dtype: float64 - name: wavelength dtype: float64 - name: concentration dtype: float64 - name: temperature_k dtype: float64 - name: ecommerce_17 dtype: float64 - name: ecommerce_38 dtype: float64 - name: warehouse_id dtype: float64 - name: science_17 dtype: float64 - name: ecommerce_28 dtype: float64 - name: ecommerce_27 dtype: float64 - name: ecommerce_32 dtype: float64 - name: yield_pct dtype: float64 - name: fragile dtype: float64 - name: mass dtype: float64 - name: fuel_consumption dtype: float64 - name: rating dtype: float64 - name: ecommerce_25 dtype: float64 - name: energy_kj dtype: float64 - name: damage_rate dtype: float64 - name: purity dtype: float64 - name: science_22 dtype: float64 - name: cost_usd dtype: float64 - name: ecommerce_39 dtype: float64 - name: ph dtype: float64 - name: acceleration dtype: float64 - name: ecommerce_40 dtype: float64 - name: distance_km dtype: float64 - name: ecommerce_45 dtype: float64 - name: ecommerce_19 dtype: float64 splits: - name: train num_bytes: 18039376 num_examples: 17000 download_size: 2844710 dataset_size: 18039376 - config_name: datagen_005 features: - name: purity dtype: float64 - name: concentration dtype: float64 - name: temperature_k dtype: float64 - name: velocity dtype: float64 - name: volume dtype: float64 - name: acceleration dtype: float64 - name: pressure_pa dtype: float64 - name: wavelength dtype: float64 - name: intensity dtype: float64 - name: reaction_time dtype: float64 - name: mass dtype: float64 - name: entropy dtype: float64 - name: target dtype: int64 - name: _source_meta dtype: large_string - name: science_20 dtype: float64 - name: science_15 dtype: float64 - name: customs_flag dtype: float64 - name: logistics_43 dtype: float64 - name: team_size dtype: float64 - 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name: health_28 dtype: float64 - name: hr_45 dtype: float64 - name: finance_50 dtype: float64 - name: logistics_44 dtype: float64 - name: smoking dtype: float64 - name: hr_38 dtype: float64 - name: margin dtype: float64 - name: hr_47 dtype: float64 - name: finance_35 dtype: float64 - name: finance_45 dtype: float64 - name: employment_years dtype: float64 - name: income dtype: float64 - name: finance_48 dtype: float64 - name: promotions dtype: float64 - name: heart_rate dtype: float64 - name: health_49 dtype: float64 - name: route_id dtype: float64 - name: hr_19 dtype: float64 - name: hr_33 dtype: float64 - name: finance_20 dtype: float64 - name: logistics_25 dtype: float64 - name: glucose dtype: float64 - name: hr_27 dtype: float64 - name: transit_days dtype: float64 - name: logistics_41 dtype: float64 - name: health_44 dtype: float64 - name: health_30 dtype: float64 - name: hr_32 dtype: float64 - name: hr_37 dtype: float64 - name: logistics_24 dtype: float64 - name: science_25 dtype: float64 - name: interest_rate dtype: float64 - name: quantity dtype: float64 - name: white_cell_count dtype: float64 - name: hr_22 dtype: float64 - name: hr_16 dtype: float64 - name: temperature dtype: float64 - name: science_19 dtype: float64 - name: health_29 dtype: float64 - name: hr_46 dtype: float64 - name: hr_26 dtype: float64 - name: science_21 dtype: float64 - name: carrier_id dtype: float64 - name: science_31 dtype: float64 - name: hr_17 dtype: float64 - name: finance_17 dtype: float64 - name: hr_23 dtype: float64 - name: latency_ms dtype: float64 - name: health_32 dtype: float64 - name: hr_31 dtype: float64 - name: hr_52 dtype: float64 - name: health_42 dtype: float64 - name: finance_23 dtype: float64 - name: health_41 dtype: float64 - name: humidity dtype: float64 - name: science_17 dtype: float64 - name: fuel_consumption dtype: float64 - name: finance_47 dtype: float64 - name: hr_41 dtype: float64 - name: hr_50 dtype: float64 - name: hr_35 dtype: float64 - name: damage_rate dtype: float64 - name: finance_42 dtype: float64 - name: fever dtype: float64 - name: clicks dtype: float64 - name: ph dtype: float64 - name: finance_38 dtype: float64 - name: health_52 dtype: float64 - name: distance_km dtype: float64 - name: finance_34 dtype: float64 splits: - name: train num_bytes: 84718751 num_examples: 33000 download_size: 8414610 dataset_size: 84718751 configs: - config_name: datagen_001 data_files: - split: train path: datagen_001/train-* - config_name: datagen_002 data_files: - split: train path: datagen_002/train-* - config_name: datagen_003 data_files: - split: train path: datagen_003/train-* - config_name: datagen_004 data_files: - split: train path: datagen_004/train-* - config_name: datagen_005 data_files: - split: train path: datagen_005/train-* ---