97681d967d
Some checks failed
s444354-training/pipeline/head There was a failure building this commit
30 lines
816 B
Python
30 lines
816 B
Python
import pandas as pd
|
|
import re
|
|
from sklearn import metrics
|
|
import numpy as np
|
|
import csv
|
|
|
|
f = open("result.txt", "r")
|
|
|
|
list_result, list_predicted=[],[]
|
|
for x in f:
|
|
data = x.split(' ')
|
|
result = re.findall(r'\d+', data[1])
|
|
predicted = re.findall(r'\d+', data[5])
|
|
|
|
result=int(result[0])
|
|
predicted=float('.'.join(predicted))
|
|
|
|
list_result.append(result)
|
|
list_predicted.append(predicted)
|
|
metrics = metrics.mean_absolute_error(list_result, list_predicted), metrics.mean_squared_error(list_result, list_predicted),np.sqrt(metrics.mean_absolute_error(list_result, list_predicted))
|
|
print("MAE: ", metrics[0])
|
|
print("MSE: ",metrics[1])
|
|
print("RMSE: ",metrics[2])
|
|
|
|
|
|
|
|
with open('eval.csv', 'a', newline='') as f:
|
|
writer = csv.writer(f)
|
|
writer.writerow((metrics[0],metrics[1], metrics[2]))
|