From 8b6dc1d0aa1f7d6d69a2d4043a6bb9d72e463070 Mon Sep 17 00:00:00 2001 From: Piotr Pawlak Date: Sat, 25 Mar 2023 12:06:35 +0100 Subject: [PATCH] =?UTF-8?q?dodanie=20zbioru=20danych=20i=20wykonanie=20zad?= =?UTF-8?q?a=C5=84=201=20i=202?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .ipynb_checkpoints/Cars-checkpoint.ipynb | 6 + Cars.ipynb | 130 ++ car.data | 1728 ++++++++++++++++++++++ car.data.dev | 288 ++++ car.data.test | 288 ++++ car.data.train | 1152 +++++++++++++++ 6 files changed, 3592 insertions(+) create mode 100644 .ipynb_checkpoints/Cars-checkpoint.ipynb create mode 100644 Cars.ipynb create mode 100644 car.data create mode 100644 car.data.dev create mode 100644 car.data.test create mode 100644 car.data.train diff --git a/.ipynb_checkpoints/Cars-checkpoint.ipynb b/.ipynb_checkpoints/Cars-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/.ipynb_checkpoints/Cars-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Cars.ipynb b/Cars.ipynb new file mode 100644 index 0000000..ee7554d --- /dev/null +++ b/Cars.ipynb @@ -0,0 +1,130 @@ +{ + "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" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/car.data b/car.data new file mode 100644 index 0000000..80fcc0d --- /dev/null +++ b/car.data @@ -0,0 +1,1728 @@ +vhigh,vhigh,2,2,small,low,unacc +vhigh,vhigh,2,2,small,med,unacc +vhigh,vhigh,2,2,small,high,unacc +vhigh,vhigh,2,2,med,low,unacc +vhigh,vhigh,2,2,med,med,unacc +vhigh,vhigh,2,2,med,high,unacc +vhigh,vhigh,2,2,big,low,unacc +vhigh,vhigh,2,2,big,med,unacc +vhigh,vhigh,2,2,big,high,unacc +vhigh,vhigh,2,4,small,low,unacc +vhigh,vhigh,2,4,small,med,unacc +vhigh,vhigh,2,4,small,high,unacc +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 +vhigh,vhigh,2,more,small,med,unacc +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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diff --git a/car.data.test b/car.data.test new file mode 100644 index 0000000..9cca3f2 --- /dev/null +++ b/car.data.test @@ -0,0 +1,288 @@ +vhigh,vhigh,2,2,small,low,unacc +vhigh,vhigh,2,2,small,med,unacc +vhigh,vhigh,2,2,small,high,unacc +vhigh,vhigh,2,2,med,low,unacc +vhigh,vhigh,2,2,med,med,unacc +vhigh,vhigh,2,2,med,high,unacc +vhigh,vhigh,2,2,big,low,unacc +vhigh,vhigh,2,2,big,med,unacc +vhigh,vhigh,2,2,big,high,unacc +vhigh,vhigh,2,4,small,low,unacc +vhigh,vhigh,2,4,small,med,unacc +vhigh,vhigh,2,4,small,high,unacc +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 +vhigh,vhigh,2,more,small,med,unacc +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 +vhigh,vhigh,2,more,big,low,unacc +vhigh,vhigh,2,more,big,med,unacc 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