ium_464937/metrics.py
Szymon Bartanowicz 7c8fe37562 fix
2024-05-18 19:43:36 +02:00

14 lines
426 B
Python

import pandas as pd
from sklearn.metrics import accuracy_score, precision_recall_fscore_support, mean_squared_error
from math import sqrt
import sys
data = pd.read_csv('powerlifting_test_predictions.csv')
y_pred = data['predicted_TotalKg']
y_test = data['actual_TotalKg']
build_number = sys.argv[1]
rmse = sqrt(mean_squared_error(y_test, y_pred))
with open(r"metrics.txt", "a") as f:
f.write(f"{build_number},{rmse}\n")