dodanie zbioru danych i wykonanie zadań 1 i 2

This commit is contained in:
Piotr Pawlak 2023-03-25 12:06:35 +01:00
parent f770dadde5
commit 8b6dc1d0aa
6 changed files with 3592 additions and 0 deletions

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{
"cells": [],
"metadata": {},
"nbformat": 4,
"nbformat_minor": 5
}

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "59868c88",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"--2023-03-25 11:54:34-- https://archive.ics.uci.edu/ml/machine-learning-databases/car/car.data\n",
"Resolving archive.ics.uci.edu (archive.ics.uci.edu)... 128.195.10.252\n",
"Connecting to archive.ics.uci.edu (archive.ics.uci.edu)|128.195.10.252|:443... connected.\n",
"HTTP request sent, awaiting response... 206 Partial Content\n",
"Length: 51867 (51K), 1 remaining [application/x-httpd-php]\n",
"Saving to: car.data\n",
"\n",
"car.data 100%[+++++++++++++++++++>] 50,65K --.-KB/s in 0s \n",
"\n",
"2023-03-25 11:54:35 (16,8 KB/s) - car.data saved [51867/51867]\n",
"\n"
]
}
],
"source": [
"!wget -c https://archive.ics.uci.edu/ml/machine-learning-databases/car/car.data"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "776bf1e2",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1728 car.data\r\n"
]
}
],
"source": [
"!wc -l car.data"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a56dee9c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"vhigh,vhigh,2,2,small,low,unacc\n",
"vhigh,vhigh,2,2,small,med,unacc\n",
"vhigh,vhigh,2,2,small,high,unacc\n",
"vhigh,vhigh,2,2,med,low,unacc\n",
"vhigh,vhigh,2,2,med,med,unacc\n",
"vhigh,vhigh,2,2,med,high,unacc\n",
" 576 high\n",
" 576 low\n",
" 576 med\n"
]
}
],
"source": [
"!head -n 6 car.data\n",
"!cut -f 6 -d \",\" car.data | sort | uniq -c"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "54a43eaa",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" 192 high\n",
" 193 low\n",
" 192 med\n",
" 96 high\n",
" 96 low\n",
" 96 med\n",
" 96 high\n",
" 96 low\n",
" 96 med\n"
]
}
],
"source": [
"!head -n 288 car.data > car.data.test\n",
"!head -n 576 car.data | tail -n 288 > car.data.dev\n",
"!head -n +577 car.data > car.data.train\n",
"#sprawdzanie podziału ze względu na bezpieczeństwo samochodu\n",
"!cut -f 6 -d \",\" car.data.train | sort | uniq -c\n",
"!cut -f 6 -d \",\" car.data.test | sort | uniq -c\n",
"!cut -f 6 -d \",\" car.data.dev | sort | uniq -c"
]
}
],
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"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
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vhigh,low,5more,2,small,high,unacc
vhigh,low,5more,2,med,low,unacc
vhigh,low,5more,2,med,med,unacc
vhigh,low,5more,2,med,high,unacc
vhigh,low,5more,2,big,low,unacc
vhigh,low,5more,2,big,med,unacc
vhigh,low,5more,2,big,high,unacc
vhigh,low,5more,4,small,low,unacc
vhigh,low,5more,4,small,med,unacc
vhigh,low,5more,4,small,high,acc
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vhigh,low,5more,4,med,med,acc
vhigh,low,5more,4,med,high,acc
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vhigh,low,5more,more,small,low,unacc
vhigh,low,5more,more,small,med,unacc
vhigh,low,5more,more,small,high,acc
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vhigh,low,5more,more,med,med,acc
vhigh,low,5more,more,med,high,acc
vhigh,low,5more,more,big,low,unacc
vhigh,low,5more,more,big,med,acc
vhigh,low,5more,more,big,high,acc
high,vhigh,2,2,small,low,unacc
high,vhigh,2,2,small,med,unacc
high,vhigh,2,2,small,high,unacc
high,vhigh,2,2,med,low,unacc
high,vhigh,2,2,med,med,unacc
high,vhigh,2,2,med,high,unacc
high,vhigh,2,2,big,low,unacc
high,vhigh,2,2,big,med,unacc
high,vhigh,2,2,big,high,unacc
high,vhigh,2,4,small,low,unacc
high,vhigh,2,4,small,med,unacc
high,vhigh,2,4,small,high,unacc
high,vhigh,2,4,med,low,unacc
high,vhigh,2,4,med,med,unacc
high,vhigh,2,4,med,high,unacc
high,vhigh,2,4,big,low,unacc
high,vhigh,2,4,big,med,unacc
high,vhigh,2,4,big,high,unacc
high,vhigh,2,more,small,low,unacc
high,vhigh,2,more,small,med,unacc
high,vhigh,2,more,small,high,unacc
high,vhigh,2,more,med,low,unacc
high,vhigh,2,more,med,med,unacc
high,vhigh,2,more,med,high,unacc
high,vhigh,2,more,big,low,unacc
high,vhigh,2,more,big,med,unacc
high,vhigh,2,more,big,high,unacc
high,vhigh,3,2,small,low,unacc
high,vhigh,3,2,small,med,unacc
high,vhigh,3,2,small,high,unacc
high,vhigh,3,2,med,low,unacc
high,vhigh,3,2,med,med,unacc
high,vhigh,3,2,med,high,unacc
high,vhigh,3,2,big,low,unacc
high,vhigh,3,2,big,med,unacc
high,vhigh,3,2,big,high,unacc
high,vhigh,3,4,small,low,unacc
high,vhigh,3,4,small,med,unacc
high,vhigh,3,4,small,high,unacc
high,vhigh,3,4,med,low,unacc
high,vhigh,3,4,med,med,unacc
high,vhigh,3,4,med,high,unacc
high,vhigh,3,4,big,low,unacc
high,vhigh,3,4,big,med,unacc
high,vhigh,3,4,big,high,unacc
high,vhigh,3,more,small,low,unacc
high,vhigh,3,more,small,med,unacc
high,vhigh,3,more,small,high,unacc
high,vhigh,3,more,med,low,unacc
high,vhigh,3,more,med,med,unacc
high,vhigh,3,more,med,high,unacc
high,vhigh,3,more,big,low,unacc
high,vhigh,3,more,big,med,unacc
high,vhigh,3,more,big,high,unacc
high,vhigh,4,2,small,low,unacc
high,vhigh,4,2,small,med,unacc
high,vhigh,4,2,small,high,unacc
high,vhigh,4,2,med,low,unacc
high,vhigh,4,2,med,med,unacc
high,vhigh,4,2,med,high,unacc
high,vhigh,4,2,big,low,unacc
high,vhigh,4,2,big,med,unacc
high,vhigh,4,2,big,high,unacc
high,vhigh,4,4,small,low,unacc
high,vhigh,4,4,small,med,unacc
high,vhigh,4,4,small,high,unacc
high,vhigh,4,4,med,low,unacc
high,vhigh,4,4,med,med,unacc
high,vhigh,4,4,med,high,unacc
high,vhigh,4,4,big,low,unacc
high,vhigh,4,4,big,med,unacc
high,vhigh,4,4,big,high,unacc
high,vhigh,4,more,small,low,unacc
high,vhigh,4,more,small,med,unacc
high,vhigh,4,more,small,high,unacc
high,vhigh,4,more,med,low,unacc
high,vhigh,4,more,med,med,unacc
high,vhigh,4,more,med,high,unacc
high,vhigh,4,more,big,low,unacc
high,vhigh,4,more,big,med,unacc
high,vhigh,4,more,big,high,unacc
high,vhigh,5more,2,small,low,unacc
high,vhigh,5more,2,small,med,unacc
high,vhigh,5more,2,small,high,unacc
high,vhigh,5more,2,med,low,unacc
high,vhigh,5more,2,med,med,unacc
high,vhigh,5more,2,med,high,unacc
high,vhigh,5more,2,big,low,unacc
high,vhigh,5more,2,big,med,unacc
high,vhigh,5more,2,big,high,unacc
high,vhigh,5more,4,small,low,unacc
high,vhigh,5more,4,small,med,unacc
high,vhigh,5more,4,small,high,unacc
high,vhigh,5more,4,med,low,unacc
high,vhigh,5more,4,med,med,unacc
high,vhigh,5more,4,med,high,unacc
high,vhigh,5more,4,big,low,unacc
high,vhigh,5more,4,big,med,unacc
high,vhigh,5more,4,big,high,unacc
high,vhigh,5more,more,small,low,unacc
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high,vhigh,5more,more,med,low,unacc
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high,vhigh,5more,more,med,high,unacc
high,vhigh,5more,more,big,low,unacc
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high,high,2,2,small,low,unacc
high,high,2,2,small,med,unacc
high,high,2,2,small,high,unacc
high,high,2,2,med,low,unacc
high,high,2,2,med,med,unacc
high,high,2,2,med,high,unacc
high,high,2,2,big,low,unacc
high,high,2,2,big,med,unacc
high,high,2,2,big,high,unacc
high,high,2,4,small,low,unacc
high,high,2,4,small,med,unacc
high,high,2,4,small,high,acc
high,high,2,4,med,low,unacc
high,high,2,4,med,med,unacc
high,high,2,4,med,high,acc
high,high,2,4,big,low,unacc
high,high,2,4,big,med,acc
high,high,2,4,big,high,acc
high,high,2,more,small,low,unacc
high,high,2,more,small,med,unacc
high,high,2,more,small,high,unacc
high,high,2,more,med,low,unacc
high,high,2,more,med,med,unacc
high,high,2,more,med,high,acc
high,high,2,more,big,low,unacc
high,high,2,more,big,med,acc
high,high,2,more,big,high,acc
high,high,3,2,small,low,unacc
high,high,3,2,small,med,unacc
high,high,3,2,small,high,unacc
high,high,3,2,med,low,unacc
high,high,3,2,med,med,unacc
high,high,3,2,med,high,unacc
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high,high,3,2,big,high,unacc

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vhigh,vhigh,2,2,small,low,unacc
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vhigh,vhigh,2,2,big,high,unacc
vhigh,vhigh,2,4,small,low,unacc
vhigh,vhigh,2,4,small,med,unacc
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vhigh,vhigh,2,4,med,low,unacc
vhigh,vhigh,2,4,med,med,unacc
vhigh,vhigh,2,4,med,high,unacc
vhigh,vhigh,2,4,big,low,unacc
vhigh,vhigh,2,4,big,med,unacc
vhigh,vhigh,2,4,big,high,unacc
vhigh,vhigh,2,more,small,low,unacc
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vhigh,vhigh,2,more,small,high,unacc
vhigh,vhigh,2,more,med,low,unacc
vhigh,vhigh,2,more,med,med,unacc
vhigh,vhigh,2,more,med,high,unacc
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vhigh,vhigh,2,more,big,high,unacc
vhigh,vhigh,3,2,small,low,unacc
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vhigh,vhigh,3,2,small,high,unacc
vhigh,vhigh,3,2,med,low,unacc
vhigh,vhigh,3,2,med,med,unacc
vhigh,vhigh,3,2,med,high,unacc
vhigh,vhigh,3,2,big,low,unacc
vhigh,vhigh,3,2,big,med,unacc
vhigh,vhigh,3,2,big,high,unacc
vhigh,vhigh,3,4,small,low,unacc
vhigh,vhigh,3,4,small,med,unacc
vhigh,vhigh,3,4,small,high,unacc
vhigh,vhigh,3,4,med,low,unacc
vhigh,vhigh,3,4,med,med,unacc
vhigh,vhigh,3,4,med,high,unacc
vhigh,vhigh,3,4,big,low,unacc
vhigh,vhigh,3,4,big,med,unacc
vhigh,vhigh,3,4,big,high,unacc
vhigh,vhigh,3,more,small,low,unacc
vhigh,vhigh,3,more,small,med,unacc
vhigh,vhigh,3,more,small,high,unacc
vhigh,vhigh,3,more,med,low,unacc
vhigh,vhigh,3,more,med,med,unacc
vhigh,vhigh,3,more,med,high,unacc
vhigh,vhigh,3,more,big,low,unacc
vhigh,vhigh,3,more,big,med,unacc
vhigh,vhigh,3,more,big,high,unacc
vhigh,vhigh,4,2,small,low,unacc
vhigh,vhigh,4,2,small,med,unacc
vhigh,vhigh,4,2,small,high,unacc
vhigh,vhigh,4,2,med,low,unacc
vhigh,vhigh,4,2,med,med,unacc
vhigh,vhigh,4,2,med,high,unacc
vhigh,vhigh,4,2,big,low,unacc
vhigh,vhigh,4,2,big,med,unacc
vhigh,vhigh,4,2,big,high,unacc
vhigh,vhigh,4,4,small,low,unacc
vhigh,vhigh,4,4,small,med,unacc
vhigh,vhigh,4,4,small,high,unacc
vhigh,vhigh,4,4,med,low,unacc
vhigh,vhigh,4,4,med,med,unacc
vhigh,vhigh,4,4,med,high,unacc
vhigh,vhigh,4,4,big,low,unacc
vhigh,vhigh,4,4,big,med,unacc
vhigh,vhigh,4,4,big,high,unacc
vhigh,vhigh,4,more,small,low,unacc
vhigh,vhigh,4,more,small,med,unacc
vhigh,vhigh,4,more,small,high,unacc
vhigh,vhigh,4,more,med,low,unacc
vhigh,vhigh,4,more,med,med,unacc
vhigh,vhigh,4,more,med,high,unacc
vhigh,vhigh,4,more,big,low,unacc
vhigh,vhigh,4,more,big,med,unacc
vhigh,vhigh,4,more,big,high,unacc
vhigh,vhigh,5more,2,small,low,unacc
vhigh,vhigh,5more,2,small,med,unacc
vhigh,vhigh,5more,2,small,high,unacc
vhigh,vhigh,5more,2,med,low,unacc
vhigh,vhigh,5more,2,med,med,unacc
vhigh,vhigh,5more,2,med,high,unacc
vhigh,vhigh,5more,2,big,low,unacc
vhigh,vhigh,5more,2,big,med,unacc
vhigh,vhigh,5more,2,big,high,unacc
vhigh,vhigh,5more,4,small,low,unacc
vhigh,vhigh,5more,4,small,med,unacc
vhigh,vhigh,5more,4,small,high,unacc
vhigh,vhigh,5more,4,med,low,unacc
vhigh,vhigh,5more,4,med,med,unacc
vhigh,vhigh,5more,4,med,high,unacc
vhigh,vhigh,5more,4,big,low,unacc
vhigh,vhigh,5more,4,big,med,unacc
vhigh,vhigh,5more,4,big,high,unacc
vhigh,vhigh,5more,more,small,low,unacc
vhigh,vhigh,5more,more,small,med,unacc
vhigh,vhigh,5more,more,small,high,unacc
vhigh,vhigh,5more,more,med,low,unacc
vhigh,vhigh,5more,more,med,med,unacc
vhigh,vhigh,5more,more,med,high,unacc
vhigh,vhigh,5more,more,big,low,unacc
vhigh,vhigh,5more,more,big,med,unacc
vhigh,vhigh,5more,more,big,high,unacc
vhigh,high,2,2,small,low,unacc
vhigh,high,2,2,small,med,unacc
vhigh,high,2,2,small,high,unacc
vhigh,high,2,2,med,low,unacc
vhigh,high,2,2,med,med,unacc
vhigh,high,2,2,med,high,unacc
vhigh,high,2,2,big,low,unacc
vhigh,high,2,2,big,med,unacc
vhigh,high,2,2,big,high,unacc
vhigh,high,2,4,small,low,unacc
vhigh,high,2,4,small,med,unacc
vhigh,high,2,4,small,high,unacc
vhigh,high,2,4,med,low,unacc
vhigh,high,2,4,med,med,unacc
vhigh,high,2,4,med,high,unacc
vhigh,high,2,4,big,low,unacc
vhigh,high,2,4,big,med,unacc
vhigh,high,2,4,big,high,unacc
vhigh,high,2,more,small,low,unacc
vhigh,high,2,more,small,med,unacc
vhigh,high,2,more,small,high,unacc
vhigh,high,2,more,med,low,unacc
vhigh,high,2,more,med,med,unacc
vhigh,high,2,more,med,high,unacc
vhigh,high,2,more,big,low,unacc
vhigh,high,2,more,big,med,unacc
vhigh,high,2,more,big,high,unacc
vhigh,high,3,2,small,low,unacc
vhigh,high,3,2,small,med,unacc
vhigh,high,3,2,small,high,unacc
vhigh,high,3,2,med,low,unacc
vhigh,high,3,2,med,med,unacc
vhigh,high,3,2,med,high,unacc
vhigh,high,3,2,big,low,unacc
vhigh,high,3,2,big,med,unacc
vhigh,high,3,2,big,high,unacc
vhigh,high,3,4,small,low,unacc
vhigh,high,3,4,small,med,unacc
vhigh,high,3,4,small,high,unacc
vhigh,high,3,4,med,low,unacc
vhigh,high,3,4,med,med,unacc
vhigh,high,3,4,med,high,unacc
vhigh,high,3,4,big,low,unacc
vhigh,high,3,4,big,med,unacc
vhigh,high,3,4,big,high,unacc
vhigh,high,3,more,small,low,unacc
vhigh,high,3,more,small,med,unacc
vhigh,high,3,more,small,high,unacc
vhigh,high,3,more,med,low,unacc
vhigh,high,3,more,med,med,unacc
vhigh,high,3,more,med,high,unacc
vhigh,high,3,more,big,low,unacc
vhigh,high,3,more,big,med,unacc
vhigh,high,3,more,big,high,unacc
vhigh,high,4,2,small,low,unacc
vhigh,high,4,2,small,med,unacc
vhigh,high,4,2,small,high,unacc
vhigh,high,4,2,med,low,unacc
vhigh,high,4,2,med,med,unacc
vhigh,high,4,2,med,high,unacc
vhigh,high,4,2,big,low,unacc
vhigh,high,4,2,big,med,unacc
vhigh,high,4,2,big,high,unacc
vhigh,high,4,4,small,low,unacc
vhigh,high,4,4,small,med,unacc
vhigh,high,4,4,small,high,unacc
vhigh,high,4,4,med,low,unacc
vhigh,high,4,4,med,med,unacc
vhigh,high,4,4,med,high,unacc
vhigh,high,4,4,big,low,unacc
vhigh,high,4,4,big,med,unacc
vhigh,high,4,4,big,high,unacc
vhigh,high,4,more,small,low,unacc
vhigh,high,4,more,small,med,unacc
vhigh,high,4,more,small,high,unacc
vhigh,high,4,more,med,low,unacc
vhigh,high,4,more,med,med,unacc
vhigh,high,4,more,med,high,unacc
vhigh,high,4,more,big,low,unacc
vhigh,high,4,more,big,med,unacc
vhigh,high,4,more,big,high,unacc
vhigh,high,5more,2,small,low,unacc
vhigh,high,5more,2,small,med,unacc
vhigh,high,5more,2,small,high,unacc
vhigh,high,5more,2,med,low,unacc
vhigh,high,5more,2,med,med,unacc
vhigh,high,5more,2,med,high,unacc
vhigh,high,5more,2,big,low,unacc
vhigh,high,5more,2,big,med,unacc
vhigh,high,5more,2,big,high,unacc
vhigh,high,5more,4,small,low,unacc
vhigh,high,5more,4,small,med,unacc
vhigh,high,5more,4,small,high,unacc
vhigh,high,5more,4,med,low,unacc
vhigh,high,5more,4,med,med,unacc
vhigh,high,5more,4,med,high,unacc
vhigh,high,5more,4,big,low,unacc
vhigh,high,5more,4,big,med,unacc
vhigh,high,5more,4,big,high,unacc
vhigh,high,5more,more,small,low,unacc
vhigh,high,5more,more,small,med,unacc
vhigh,high,5more,more,small,high,unacc
vhigh,high,5more,more,med,low,unacc
vhigh,high,5more,more,med,med,unacc
vhigh,high,5more,more,med,high,unacc
vhigh,high,5more,more,big,low,unacc
vhigh,high,5more,more,big,med,unacc
vhigh,high,5more,more,big,high,unacc
vhigh,med,2,2,small,low,unacc
vhigh,med,2,2,small,med,unacc
vhigh,med,2,2,small,high,unacc
vhigh,med,2,2,med,low,unacc
vhigh,med,2,2,med,med,unacc
vhigh,med,2,2,med,high,unacc
vhigh,med,2,2,big,low,unacc
vhigh,med,2,2,big,med,unacc
vhigh,med,2,2,big,high,unacc
vhigh,med,2,4,small,low,unacc
vhigh,med,2,4,small,med,unacc
vhigh,med,2,4,small,high,acc
vhigh,med,2,4,med,low,unacc
vhigh,med,2,4,med,med,unacc
vhigh,med,2,4,med,high,acc
vhigh,med,2,4,big,low,unacc
vhigh,med,2,4,big,med,acc
vhigh,med,2,4,big,high,acc
vhigh,med,2,more,small,low,unacc
vhigh,med,2,more,small,med,unacc
vhigh,med,2,more,small,high,unacc
vhigh,med,2,more,med,low,unacc
vhigh,med,2,more,med,med,unacc
vhigh,med,2,more,med,high,acc
vhigh,med,2,more,big,low,unacc
vhigh,med,2,more,big,med,acc
vhigh,med,2,more,big,high,acc
vhigh,med,3,2,small,low,unacc
vhigh,med,3,2,small,med,unacc
vhigh,med,3,2,small,high,unacc
vhigh,med,3,2,med,low,unacc
vhigh,med,3,2,med,med,unacc
vhigh,med,3,2,med,high,unacc
vhigh,med,3,2,big,low,unacc
vhigh,med,3,2,big,med,unacc
vhigh,med,3,2,big,high,unacc
vhigh,med,3,4,small,low,unacc
vhigh,med,3,4,small,med,unacc
vhigh,med,3,4,small,high,acc
vhigh,med,3,4,med,low,unacc
vhigh,med,3,4,med,med,unacc
vhigh,med,3,4,med,high,acc
vhigh,med,3,4,big,low,unacc
vhigh,med,3,4,big,med,acc
vhigh,med,3,4,big,high,acc
vhigh,med,3,more,small,low,unacc
vhigh,med,3,more,small,med,unacc
vhigh,med,3,more,small,high,acc
vhigh,med,3,more,med,low,unacc
vhigh,med,3,more,med,med,acc
vhigh,med,3,more,med,high,acc
vhigh,med,3,more,big,low,unacc
vhigh,med,3,more,big,med,acc
vhigh,med,3,more,big,high,acc
vhigh,med,4,2,small,low,unacc
vhigh,med,4,2,small,med,unacc
vhigh,med,4,2,small,high,unacc
vhigh,med,4,2,med,low,unacc
vhigh,med,4,2,med,med,unacc
vhigh,med,4,2,med,high,unacc
vhigh,med,4,2,big,low,unacc
vhigh,med,4,2,big,med,unacc
vhigh,med,4,2,big,high,unacc
vhigh,med,4,4,small,low,unacc
vhigh,med,4,4,small,med,unacc
vhigh,med,4,4,small,high,acc
vhigh,med,4,4,med,low,unacc
vhigh,med,4,4,med,med,acc
vhigh,med,4,4,med,high,acc
vhigh,med,4,4,big,low,unacc
vhigh,med,4,4,big,med,acc
vhigh,med,4,4,big,high,acc

1152
car.data.train Normal file

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