s444439/ium_z444439
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

fix

Browse Source
This commit is contained in:
Klaudia 2023-05-11 18:32:15 +02:00
parent e2bddf43e2
commit 653939737b
2 changed files with 12 additions and 5 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

2
Jenkinsfile_stats
View File

@ -19,7 +19,7 @@ pipeline {
}
stage('copy_artifacts') {
steps {
copyArtifacts filter: 'adult_test.csv,adult_dev.csv,adult_train.csv', fingerprintArtifacts: true, projectName: 'z-s444439-create-dataset', selector: workspace()
copyArtifacts filter: 'X_test.csv,X_dev.csv,X_train.csv', fingerprintArtifacts: true, projectName: 'z-s444439-create-dataset', selector: workspace()
}
}
stage('Docker') {

15
predictions.py
View File

@ -3,10 +3,17 @@ import numpy as np
import tensorflow as tf
import pandas as pd
test_data = pd.read_csv("adult_test.csv")
data = tf.keras.models.load_model('model')
model = keras.models.load_model("model.h5")
x_to_test = pd.read_csv('./X_test.csv')
y_to_test = pd.read_csv('./Y_test.csv')
predictions = model.predict(test_data)
accu = data.evaluate(x_to_test, y_to_test)
np.savetxt("predictions.csv", predictions, delimiter=",")
with open('metrics.csv', 'a') as file:
file.write(f'1,{accu}\n')
pre = data.predict(x_to_test)
pre.tofile('prediction.csv', sep=',', format='%s')