From e08d6187ab90c7ab9fd3b2e4c7e4d975205151a7 Mon Sep 17 00:00:00 2001
From: Samrat Dutta Chowdhury <samrat2.duttachowdhury@uwe.ac.uk>
Date: Sat, 31 Aug 2024 01:33:13 +0100
Subject: [PATCH] All changes
---
Generate Output.ipynb | 41 ++++++++++++++++++++++++++++++-----------
KNN.ipynb | 3 +--
2 files changed, 31 insertions(+), 13 deletions(-)
diff --git a/Generate Output.ipynb b/Generate Output.ipynb
index 41ff5a3..9b6f6f5 100644
--- a/Generate Output.ipynb
+++ b/Generate Output.ipynb
@@ -30,6 +30,13 @@
"%matplotlib inline"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Loading the pickle file "
+ ]
+ },
{
"cell_type": "code",
"execution_count": 4,
@@ -43,6 +50,13 @@
" clf = pickle.load(file)"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Reading the real file "
+ ]
+ },
{
"cell_type": "code",
"execution_count": 8,
@@ -53,25 +67,30 @@
"X_test = pd.read_csv('DataFiles/7ea49f78-249c-471f-82fd-b2876ba8b10d_cleaned.csv', sep=',', low_memory=False) "
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Predicting the outcome"
+ ]
+ },
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": null,
"metadata": {},
- "outputs": [
- {
- "name": "stderr",
- "output_type": "stream",
- "text": [
- "C:\\Users\\devel\\AppData\\Roaming\\Python\\Python312\\site-packages\\sklearn\\base.py:486: UserWarning: X has feature names, but KNeighborsClassifier was fitted without feature names\n",
- " warnings.warn(\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"y_predict = clf.predict(X_test)\n",
"X_test['Output']=y_predict"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Export the data to a CSV for evaluation"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 11,
diff --git a/KNN.ipynb b/KNN.ipynb
index 7567b7e..0645fad 100644
--- a/KNN.ipynb
+++ b/KNN.ipynb
@@ -1121,8 +1121,7 @@
"metadata": {},
"outputs": [],
"source": [
- "import pickle\n",
- "\n"
+ "import pickle"
]
},
{
--
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