From f9384ec56228b0675681240fdf260f97f630f944 Mon Sep 17 00:00:00 2001 From: PyCaret Date: Mon, 4 May 2020 10:46:59 -0400 Subject: [PATCH] Deleting. will be relocated. Deleting. will be relocated. --- Examples/PyCaret Association Rule.ipynb | 5043 ----------------------- 1 file changed, 5043 deletions(-) delete mode 100644 Examples/PyCaret Association Rule.ipynb diff --git a/Examples/PyCaret Association Rule.ipynb b/Examples/PyCaret Association Rule.ipynb deleted file mode 100644 index 871897c..0000000 --- a/Examples/PyCaret Association Rule.ipynb +++ /dev/null @@ -1,5043 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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DatasetData TypesDefault TaskTarget Variable# Instances# AttributesMissing Values
0cancerMultivariateClassificationClass68310N
1creditMultivariateClassificationdefault2400024N
2employeeMultivariateClassificationleft1499910N
3heartMultivariateClassificationDEATH20017N
4hepatitisMultivariateClassificationClass15432Y
5incomeMultivariateClassificationincome >50K3256114Y
6irisMultivariateClassificationClass1005N
7juiceMultivariateClassificationPurchase107015N
8heart_diseaseMultivariateClassificationDisease27014N
9glassMultivariateMulticlass ClassificationType21410N
10satelliteMultivariateMulticlass ClassificationClass643537N
11pokerMultivariateMulticlass ClassificationCLASS10000011N
12automobileMultivariateRegressionprice20226Y
13bikeMultivariateRegressioncnt1737915N
14bostonMultivariateRegressionmedv50614N
15diamondMultivariateRegressionPrice60008N
16goldMultivariateRegressionGold_T+222558121N
17tweetsTextNLPtweet85942N
18amazonTextNLP / ClassificationreviewText200002N
19kivaTextNLP / Classificationen68187N
20spxTextNLP / Regressiontext8744N
21germanyMultivariateAssociation Rule MiningInvoiceNo, Description94958N
22franceMultivariateAssociation Rule MiningInvoiceNo, Description85578N
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" - ], - "text/plain": [ - " Dataset Data Types Default Task \\\n", - "0 cancer Multivariate Classification \n", - "1 credit Multivariate Classification \n", - "2 employee Multivariate Classification \n", - "3 heart Multivariate Classification \n", - "4 hepatitis Multivariate Classification \n", - "5 income Multivariate Classification \n", - "6 iris Multivariate Classification \n", - "7 juice Multivariate Classification \n", - "8 heart_disease Multivariate Classification \n", - "9 glass Multivariate Multiclass Classification \n", - "10 satellite Multivariate Multiclass Classification \n", - "11 poker Multivariate Multiclass Classification \n", - "12 automobile Multivariate Regression \n", - "13 bike Multivariate Regression \n", - "14 boston Multivariate Regression \n", - "15 diamond Multivariate Regression \n", - "16 gold Multivariate Regression \n", - "17 tweets Text NLP \n", - "18 amazon Text NLP / Classification \n", - "19 kiva Text NLP / Classification \n", - "20 spx Text NLP / Regression \n", - "21 germany Multivariate Association Rule Mining \n", - "22 france Multivariate Association Rule Mining \n", - "\n", - " Target Variable # Instances # Attributes Missing Values \n", - "0 Class 683 10 N \n", - "1 default 24000 24 N \n", - "2 left 14999 10 N \n", - "3 DEATH 200 17 N \n", - "4 Class 154 32 Y \n", - "5 income >50K 32561 14 Y \n", - "6 Class 100 5 N \n", - "7 Purchase 1070 15 N \n", - "8 Disease 270 14 N \n", - "9 Type 214 10 N \n", - "10 Class 6435 37 N \n", - "11 CLASS 100000 11 N \n", - "12 price 202 26 Y \n", - "13 cnt 17379 15 N \n", - "14 medv 506 14 N \n", - "15 Price 6000 8 N \n", - "16 Gold_T+22 2558 121 N \n", - "17 tweet 8594 2 N \n", - "18 reviewText 20000 2 N \n", - "19 en 6818 7 N \n", - "20 text 874 4 N \n", - "21 InvoiceNo, Description 9495 8 N \n", - "22 InvoiceNo, Description 8557 8 N " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from pycaret.datasets import get_data\n", - "get_data('index')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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InvoiceNoStockCodeDescriptionQuantityInvoiceDateUnitPriceCustomerIDCountry
053637022728ALARM CLOCK BAKELIKE PINK2412/1/2010 8:453.7512583.0France
153637022727ALARM CLOCK BAKELIKE RED2412/1/2010 8:453.7512583.0France
253637022726ALARM CLOCK BAKELIKE GREEN1212/1/2010 8:453.7512583.0France
353637021724PANDA AND BUNNIES STICKER SHEET1212/1/2010 8:450.8512583.0France
453637021883STARS GIFT TAPE2412/1/2010 8:450.6512583.0France
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" - ], - "text/plain": [ - " InvoiceNo StockCode Description Quantity \\\n", - "0 536370 22728 ALARM CLOCK BAKELIKE PINK 24 \n", - "1 536370 22727 ALARM CLOCK BAKELIKE RED 24 \n", - "2 536370 22726 ALARM CLOCK BAKELIKE GREEN 12 \n", - "3 536370 21724 PANDA AND BUNNIES STICKER SHEET 12 \n", - "4 536370 21883 STARS GIFT TAPE 24 \n", - "\n", - " InvoiceDate UnitPrice CustomerID Country \n", - "0 12/1/2010 8:45 3.75 12583.0 France \n", - "1 12/1/2010 8:45 3.75 12583.0 France \n", - "2 12/1/2010 8:45 3.75 12583.0 France \n", - "3 12/1/2010 8:45 0.85 12583.0 France \n", - "4 12/1/2010 8:45 0.65 12583.0 France " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data = get_data('france')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "from pycaret.arules import *" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Description Value
session_id1262
# Transactions461
# Items1565
Ignore ItemsNone
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "s = setup(data, 'InvoiceNo', item_id='Description')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "a1 = create_model()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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antecedentsconsequentsantecedent supportconsequent supportsupportconfidenceliftleverageconviction
0(JUMBO BAG WOODLAND ANIMALS)(POSTAGE)0.06510.67460.06511.00001.48230.0212inf
1(SET/6 RED SPOTTY PAPER PLATES, SET/20 RED RET...(SET/6 RED SPOTTY PAPER CUPS)0.08680.11710.08460.97508.32360.074435.3145
2(SET/6 RED SPOTTY PAPER CUPS, SET/20 RED RETRO...(SET/6 RED SPOTTY PAPER PLATES)0.08680.10850.08460.97508.98950.075235.6616
3(SET/6 RED SPOTTY PAPER PLATES, POSTAGE, SET/2...(SET/6 RED SPOTTY PAPER CUPS)0.07160.11710.06940.96978.27830.061029.1345
4(POSTAGE, SET/6 RED SPOTTY PAPER CUPS, SET/20 ...(SET/6 RED SPOTTY PAPER PLATES)0.07160.10850.06940.96978.94060.061729.4208
..............................
136(STRAWBERRY LUNCH BOX WITH CUTLERY)(LUNCH BOX WITH CUTLERY RETROSPOT )0.10410.12360.05420.52084.21240.04141.8289
137(LUNCH BAG APPLE DESIGN)(LUNCH BAG SPACEBOY DESIGN )0.10850.10410.05640.52004.99420.04511.8664
138(LUNCH BAG APPLE DESIGN)(LUNCH BAG RED RETROSPOT)0.10850.13230.05640.52003.92980.04201.8077
139(PLASTERS IN TIN CIRCUS PARADE , POSTAGE)(PLASTERS IN TIN SPACEBOY)0.12580.11930.06290.50004.19090.04791.7614
140(LUNCH BAG RED RETROSPOT, POSTAGE)(LUNCH BAG APPLE DESIGN)0.10410.10850.05210.50004.61000.04081.7831
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"139 (PLASTERS IN TIN SPACEBOY) 0.1258 \n", - "140 (LUNCH BAG APPLE DESIGN) 0.1041 \n", - "\n", - " consequent support support confidence lift leverage conviction \n", - "0 0.6746 0.0651 1.0000 1.4823 0.0212 inf \n", - "1 0.1171 0.0846 0.9750 8.3236 0.0744 35.3145 \n", - "2 0.1085 0.0846 0.9750 8.9895 0.0752 35.6616 \n", - "3 0.1171 0.0694 0.9697 8.2783 0.0610 29.1345 \n", - "4 0.1085 0.0694 0.9697 8.9406 0.0617 29.4208 \n", - ".. ... ... ... ... ... ... \n", - "136 0.1236 0.0542 0.5208 4.2124 0.0414 1.8289 \n", - "137 0.1041 0.0564 0.5200 4.9942 0.0451 1.8664 \n", - "138 0.1323 0.0564 0.5200 3.9298 0.0420 1.8077 \n", - "139 0.1193 0.0629 0.5000 4.1909 0.0479 1.7614 \n", - "140 0.1085 0.0521 0.5000 4.6100 0.0408 1.7831 \n", - "\n", - "[141 rows x 9 columns]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "a1" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - 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