From 7a94a4d9894b197195afb619a80122134aa2d6cc Mon Sep 17 00:00:00 2001
From: Karolina Oparczyk <karopa@st.amu.edu.pl>
Date: Mon, 17 May 2021 20:33:33 +0200
Subject: [PATCH] rmse

---
 JenkinsfileNeural |   2 +-
 neural_network.py |   2 +-
 predictions.txt   | 812 +++++++++++++++++++++++-----------------------
 3 files changed, 408 insertions(+), 408 deletions(-)

diff --git a/JenkinsfileNeural b/JenkinsfileNeural
index 8026176..02c8809 100644
--- a/JenkinsfileNeural
+++ b/JenkinsfileNeural
@@ -12,7 +12,7 @@ node {
 
         }
         stage('Clone repo') {
-                    docker.image("karopa/ium:08").inside {
+                    docker.image("karopa/ium:09").inside {
                         stage('Test') {
                             checkout([$class: 'GitSCM', branches: [[name: '*/master']], doGenerateSubmoduleConfigurations: false, extensions: [], submoduleCfg: [], userRemoteConfigs: [[url: 'https://git.wmi.amu.edu.pl/s434765/ium_434765']]])
                             copyArtifacts fingerprintArtifacts: true, projectName: 's434765-create-dataset', selector: buildParameter("BUILD_SELECTOR")
diff --git a/neural_network.py b/neural_network.py
index d9cef78..e193edd 100644
--- a/neural_network.py
+++ b/neural_network.py
@@ -39,7 +39,7 @@ model.compile(loss='mean_absolute_error', optimizer="Adam", metrics=['mean_absol
 
 model.fit(X, y, epochs=30, validation_split = 0.3)
 
-data = pd.read_csv("data_dev", sep=',', error_bad_lines=False).dropna()
+data = pd.read_csv("data_dev", sep=',', error_bad_lines=False, skip_blank_lines=True).dropna()
 X_test = data.loc[:,data.columns == "440265"].astype(int)
 y_test = data.loc[:,data.columns == "21629"].astype(int)
 
diff --git a/predictions.txt b/predictions.txt
index d4b3d5f..24f80d9 100644
--- a/predictions.txt
+++ b/predictions.txt
@@ -1,406 +1,406 @@
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-predicted: -440.50057288474636 expected: 12436
-predicted: 9096.48258971516 expected: 26510
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-predicted: 6076.9264799859375 expected: 6045
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