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fix

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Klaudia 2023-05-11 18:32:15 +02:00
parent e2bddf43e2
commit 653939737b
2 changed files with 12 additions and 5 deletions
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2
Jenkinsfile_stats
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@ -19,7 +19,7 @@ pipeline {
} }
stage('copy_artifacts') { stage('copy_artifacts') {
steps { 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') { stage('Docker') {

15
predictions.py
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@ -3,10 +3,17 @@ import numpy as np
import tensorflow as tf import tensorflow as tf
import pandas as pd 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')