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e08b48d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | import sys
from pathlib import Path
sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
from backend.models.classic_model import get_classic_service
from backend.schemas.requests import ClinicalData
svc = get_classic_service()
print('Model info:', svc.model_info())
sample = ClinicalData(
pregnancies=2,
glucose=150.0,
blood_pressure=80.0,
skin_thickness=20.0,
insulin=85.0,
bmi=32.0,
diabetes_pedigree_function=0.5,
age=45,
)
res = svc.predict(sample, model_version='mlp_v1')
print('Prediction:', res.json())
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