size_categories:n<1K format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - name: age
    dtype: int64
  - name: sex
    dtype: int64
  - name: cp
    dtype: int64
  - name: trestbps
    dtype: int64
  - name: chol
    dtype: int64
  - name: fbs
    dtype: int64
  - name: restecg
    dtype: int64
  - name: thalach
    dtype: int64
  - name: exang
    dtype: int64
  - name: oldpeak
    dtype: float64
  - name: slope
    dtype: int64
  - name: ca
    dtype: float64
  - name: thal
    dtype: float64
  - name: num
    dtype: int64
  - name: age_group
    dtype: string
  - name: cholesterol_level
    dtype: string
  - name: bp_level
    dtype: string
  - name: risk_score
    dtype: float64
  - name: symptom_severity
    dtype: float64
  - name: log_chol
    dtype: float64
  - name: log_trestbps
    dtype: float64
  - name: age_squared
    dtype: int64
  - name: chol_squared
    dtype: int64
  - name: age_thalach_ratio
    dtype: float64
  - name: risk_factor
    dtype: float64
  - name: missing_values
    dtype: int64
  - name: chol_trestbps_ratio
    dtype: float64
  - name: log_thalach_chol
    dtype: float64
  - name: symptom_zscore
    dtype: float64
  - name: avg_chol_by_age_group
    dtype: float64
  - name: thalach_chol_diff
    dtype: int64
  - name: symptom_severity_diff
    dtype: float64
  - name: age_chol_effect
    dtype: int64
  - name: thalach_risk_effect
    dtype: float64
  - name: age_trestbps_effect
    dtype: int64
  - name: chol_risk_ratio
    dtype: float64
  splits:
  - name: train
    num_bytes: 65612
    num_examples: 227
  - name: validation
    num_bytes: 21934
    num_examples: 76
  download_size: 70639
  dataset_size: 87546
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
---
