diff --git a/.gitignore b/.gitignore index 06ccd0b..cf51aef 100644 --- a/.gitignore +++ b/.gitignore @@ -2,4 +2,5 @@ creditcardfraud.zip creditcard.csv data model/model.keras -stats_data \ No newline at end of file +stats_data +evaluation \ No newline at end of file diff --git a/metrics.py b/metrics.py index 2a14e17..9f5a041 100644 --- a/metrics.py +++ b/metrics.py @@ -2,16 +2,13 @@ from sklearn.metrics import ( accuracy_score, precision_score, recall_score, - f1_score, - mean_squared_error, ) -import numpy as np import pandas as pd def main(): y_test = pd.read_csv("data/y_test.csv") - y_pred = pd.read_csv("evaluation/y_pred.csv") + y_pred = pd.read_csv("evaluation/y_pred.csv", header=None) accuracy = accuracy_score(y_test, y_pred) precision_micro = precision_score(y_test, y_pred, average="micro")