retroc2/testing.py

16 lines
436 B
Python

from sklearn.metrics import mean_squared_error
import pandas as pd
def RMSE(exp, pred):
expected = exp
predicted = pred
data_exp = pd.read_csv(expected, header=0, sep='\t')
data_pred = pd.read_csv(predicted, header=0, sep='\t')
rmse = mean_squared_error(data_exp, data_pred, squared=False)
return rmse
print(RMSE("dev-0/expected.tsv", "dev-0/out.tsv"))
print(RMSE("dev-1/expected.tsv", "dev-1/out.tsv"))