From b0da1334a64375f03ef61f6b6a7830f67e071db8 Mon Sep 17 00:00:00 2001
From: Karolina Oparczyk <karopa@st.amu.edu.pl>
Date: Mon, 17 May 2021 21:10:47 +0200
Subject: [PATCH] save model

---
 JenkinsfileNeural |   1 +
 neural_network.py |   2 +
 predictions.txt   | 844 +++++++++++++++++++++++-----------------------
 3 files changed, 425 insertions(+), 422 deletions(-)

diff --git a/JenkinsfileNeural b/JenkinsfileNeural
index 89729ab..7cdb32c 100644
--- a/JenkinsfileNeural
+++ b/JenkinsfileNeural
@@ -22,6 +22,7 @@ node {
                                 ./neural_network.sh | tee output.txt
                             '''
                             archiveArtifacts 'output.txt'
+                            archiveArtifacts 'model/**/*.*'
                         }
             }
         }
diff --git a/neural_network.py b/neural_network.py
index 6d535e4..40b8062 100644
--- a/neural_network.py
+++ b/neural_network.py
@@ -74,3 +74,5 @@ for (pred, test) in zip(prediction_denormalized, y_test.values):
 
 error = mean_squared_error(y_test, prediction_denormalized)
 print(error)
+
+model.save('model')
\ No newline at end of file
diff --git a/predictions.txt b/predictions.txt
index 65c9f39..dbaa208 100644
--- a/predictions.txt
+++ b/predictions.txt
@@ -1,422 +1,422 @@
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-predicted: 62.04771289229393 expected: 172
-predicted: 1238.398111820221 expected: 611
-predicted: 143.24288100004196 expected: 269
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