# app/config.py

import os

# Data settings

DATA_PATH = os.path.join('data', 'patient_data.csv')

RANDOM_STATE = 42

TEST_SIZE = 0.2

# Model settings

MODEL_PARAMS = {

    'n_estimators': 100,

    'random_state': RANDOM_STATE

}

# Feature settings

FEATURES = [

    'age',

    'length_of_stay',

    'previous_admissions',

    'diagnosis',

    'medication_count',

    'insurance_type',

    'discharge_disposition'

]

TARGET = 'readmitted_30_days'