fp_rules.csv

antecedents,consequents,antecedent support,consequent support,support,confidence,lift,representativity,leverage,conviction,zhangs_metric,jaccard,certainty,kulczynski
frozenset({'citrus fruit'}),frozenset({'whole milk'}),0.08275721838145587,0.255490036600244,0.030500203334688898,0.36855036855036855,1.4425234480944786,1.0,0.00935655858147635,1.1790488525435827,0.3344483854282125,0.09910802775024777,0.15185872252648164,0.24396479828234702
frozenset({'whole milk'}),frozenset({'citrus fruit'}),0.255490036600244,0.08275721838145587,0.030500203334688898,0.11937922801432552,1.4425234480944789,1.0,0.00935655858147635,1.0415865839165845,0.41204333378852015,0.09910802775024777,0.039926190063057615,0.24396479828234702
frozenset({'yogurt'}),frozenset({'citrus fruit'}),0.13948759658397722,0.08275721838145587,0.021655144367629116,0.1552478134110787,1.875942865738784,1.0,0.010111538875624495,1.0858128527874396,0.5426240492735873,0.10795742524075012,0.07903097901921638,0.2084592875409202
frozenset({'citrus fruit'}),frozenset({'yogurt'}),0.08275721838145587,0.13948759658397722,0.021655144367629116,0.26167076167076164,1.875942865738784,1.0,0.010111538875624495,1.1654860172722836,0.509063395372605,0.10795742524075012,0.14198884827429248,0.2084592875409202
frozenset({'other vegetables'}),frozenset({'citrus fruit'}),0.19347295648637658,0.08275721838145587,0.02887352582350549,0.14923804519180242,1.8033236025879222,1.0,0.012862242112656512,1.078142688956201,0.5523291012937578,0.11672831894780107,0.07247898609028693,0.24906619704307564
frozenset({'citrus fruit'}),frozenset({'other vegetables'}),0.08275721838145587,0.19347295648637658,0.02887352582350549,0.3488943488943489,1.803323602587922,1.0,0.012862242112656512,1.2387037989058292,0.4856602483444225,0.11672831894780107,0.1927045021712865,0.24906619704307564
frozenset({'whole milk'}),frozenset({'margarine'}),0.255490036600244,0.058560390402602684,0.024196827978853194,0.09470752089136492,1.6172624574435162,1.0,0.009235231691567657,1.0399286764475866,0.512647500622535,0.08347948088390039,0.03839559130534182,0.2539509826679047
frozenset({'margarine'}),frozenset({'whole milk'}),0.058560390402602684,0.255490036600244,0.024196827978853194,0.4131944444444445,1.6172624574435162,1.0,0.009235231691567657,1.2687507068587558,0.40541227290052095,0.08347948088390039,0.21182309921556136,0.2539509826679047
frozenset({'yogurt'}),frozenset({'whole milk'}),0.13948759658397722,0.255490036600244,0.05601870679137861,0.40160349854227406,1.5718949509199394,1.0,0.020381015634858203,1.244174993647339,0.4228006134232656,0.1652669466106779,0.19625454208136114,0.31043167366429264
frozenset({'whole milk'}),frozenset({'yogurt'}),0.255490036600244,0.13948759658397722,0.05601870679137861,0.2192598487863112,1.5718949509199396,1.0,0.020381015634858203,1.1021751629890242,0.4886773715710119,0.1652669466106779,0.09270319856594482,0.31043167366429264
frozenset({'yogurt'}),frozenset({'soda'}),0.13948759658397722,0.17435949572997153,0.027348515656771044,0.19606413994169097,1.1244821460445904,1.0,0.0030275286558030766,1.0269979799260915,0.1286463201242437,0.09545777146912704,0.026288250272930976,0.17645772594752188
frozenset({'soda'}),frozenset({'yogurt'}),0.17435949572997153,0.13948759658397722,0.027348515656771044,0.15685131195335278,1.1244821460445904,1.0,0.0030275286558030766,1.0205938947845636,0.1340798489756925,0.09545777146912704,0.02017834408945865,0.17645772594752188
frozenset({'yogurt'}),frozenset({'rolls/buns'}),0.13948759658397722,0.18391622610817404,0.034363562423749494,0.24635568513119538,1.3394994576840453,1.0,0.008709530071124974,1.0828500365373166,0.2945366942204227,0.11888849806542386,0.07651108994025636,0.21659962255454188
frozenset({'rolls/buns'}),frozenset({'yogurt'}),0.18391622610817404,0.13948759658397722,0.034363562423749494,0.18684355997788837,1.3394994576840453,1.0,0.008709530071124974,1.0582372112709622,0.31057164318944286,0.11888849806542386,0.05503228449226254,0.21659962255454188
frozenset({'other vegetables'}),frozenset({'yogurt'}),0.19347295648637658,0.13948759658397722,0.0434119560797072,0.22438255386232267,1.608620116464873,1.0,0.016424878375426125,1.1094546773039913,0.4691091167213942,0.1499297752808989,0.09865628541940051,0.26780352182912054
frozenset({'yogurt'}),frozenset({'other vegetables'}),0.13948759658397722,0.19347295648637658,0.0434119560797072,0.3112244897959184,1.6086201164648728,1.0,0.016424878375426125,1.1709577816938532,0.43967894883634456,0.1499297752808989,0.14599824551022983,0.26780352182912054
"frozenset({'other vegetables', 'yogurt'})",frozenset({'whole milk'}),0.0434119560797072,0.255490036600244,0.022265148434322896,0.5128805620608899,2.0074386026386444,1.0,0.011173826186630318,1.5283930498639224,0.5246278822714674,0.08048511576626241,0.34571804020632435,0.3000136992556738
"frozenset({'other vegetables', 'whole milk'})",frozenset({'yogurt'}),0.07482716551443676,0.13948759658397722,0.022265148434322896,0.297554347826087,2.133195747242997,1.0,0.011827686957522648,1.225023460182191,0.5741843544583272,0.11593435680254102,0.1836891026958166,0.22858766953986565
"frozenset({'yogurt', 'whole milk'})",frozenset({'other vegetables'}),0.05601870679137861,0.19347295648637658,0.022265148434322896,0.397459165154265,2.054339647113689,1.0,0.011427043612851413,1.3385433764337544,0.543681934086254,0.09798657718120805,0.2529192422106833,0.2562703077479155
frozenset({'other vegetables'}),"frozenset({'yogurt', 'whole milk'})",0.19347295648637658,0.05601870679137861,0.022265148434322896,0.11508145034156594,2.054339647113689,1.0,0.011427043612851413,1.0667437060427591,0.6363401938725409,0.09798657718120805,0.06256770549915376,0.2562703077479155
frozenset({'yogurt'}),"frozenset({'other vegetables', 'whole milk'})",0.13948759658397722,0.07482716551443676,0.022265148434322896,0.15962099125364432,2.1331957472429965,1.0,0.011827686957522648,1.100899504695744,0.6173295871421051,0.11593435680254102,0.09165187582097205,0.22858766953986565
frozenset({'whole milk'}),"frozenset({'other vegetables', 'yogurt'})",0.255490036600244,0.0434119560797072,0.022265148434322896,0.08714683645045762,2.0074386026386444,1.0,0.011173826186630318,1.0479100934488648,0.6740712473429247,0.08048511576626241,0.045719660253661504,0.3000136992556738
frozenset({'yogurt'}),frozenset({'tropical fruit'}),0.13948759658397722,0.10492069947132981,0.029280195201301342,0.2099125364431487,2.0006780120686147,1.0,0.014645059000135777,1.1328863471635935,0.5812460617517329,0.13610586011342155,0.1172989219053624,0.2444911519425046
frozenset({'tropical fruit'}),frozenset({'yogurt'}),0.10492069947132981,0.13948759658397722,0.029280195201301342,0.27906976744186046,2.0006780120686147,1.0,0.014645059000135777,1.1936139789319027,0.5587990307436015,0.13610586011342155,0.16220820327955335,0.2444911519425046
frozenset({'other vegetables'}),frozenset({'tropical fruit'}),0.19347295648637658,0.10492069947132981,0.03588857259048393,0.18549658434051494,1.767969383307466,1.0,0.015589254667147147,1.098926392842619,0.5385800127055592,0.1367157242447715,0.09002094543086153,0.2637754239532032
frozenset({'tropical fruit'}),frozenset({'other vegetables'}),0.10492069947132981,0.19347295648637658,0.03588857259048393,0.3420542635658914,1.7679693833074661,1.0,0.015589254667147147,1.2258260808631212,0.48529705143039537,0.1367157242447715,0.18422358961730845,0.2637754239532032
frozenset({'whole milk'}),frozenset({'tropical fruit'}),0.255490036600244,0.10492069947132981,0.0422936152907686,0.1655391961798647,1.5777553620398732,1.0,0.015487421942715348,1.072643911410848,0.49185127995041955,0.132949824224992,0.06772416329227048,0.28431998568683153
frozenset({'tropical fruit'}),frozenset({'whole milk'}),0.10492069947132981,0.255490036600244,0.0422936152907686,0.4031007751937984,1.577755362039873,1.0,0.015487421942715348,1.247295912708682,0.40911255373431654,0.132949824224992,0.19826563222807606,0.28431998568683153
frozenset({'tropical fruit'}),frozenset({'rolls/buns'}),0.10492069947132981,0.18391622610817404,0.024603497356649046,0.23449612403100775,1.2750159623930306,1.0,0.005306878269252174,1.0660739932359042,0.24097987015669065,0.09311273566756446,0.061978806025787016,0.18413584532119764
frozenset({'rolls/buns'}),frozenset({'tropical fruit'}),0.18391622610817404,0.10492069947132981,0.024603497356649046,0.13377556661138754,1.2750159623930308,1.0,0.005306878269252174,1.0333110750838317,0.26430631330005033,0.09311273566756446,0.0322372186721499,0.18413584532119764
frozenset({'root vegetables'}),frozenset({'tropical fruit'}),0.10898739324928833,0.10492069947132981,0.02104514030093534,0.19309701492537312,1.8404091461298158,1.0,0.009610106767663119,1.109277468400849,0.5124984290146117,0.10911966262519768,0.0985122942760075,0.19683920513710518
frozenset({'tropical fruit'}),frozenset({'root vegetables'}),0.10492069947132981,0.10898739324928833,0.02104514030093534,0.2005813953488372,1.840409146129816,1.0,0.009610106767663119,1.1145757698990721,0.5101699491008699,0.10911966262519768,0.10279765000583783,0.19683920513710518
frozenset({'tropical fruit'}),frozenset({'soda'}),0.10492069947132981,0.17435949572997153,0.020841805612037415,0.19864341085271317,1.139274979094628,1.0,0.0025478853605804576,1.0303035071422846,0.1365787169911681,0.08064516129032259,0.029412213908051568,0.1590884692747531
frozenset({'soda'}),frozenset({'tropical fruit'}),0.17435949572997153,0.10492069947132981,0.020841805612037415,0.11953352769679301,1.139274979094628,1.0,0.0025478853605804576,1.0165966890110394,0.14806538903955718,0.08064516129032259,0.016325735850256252,0.1590884692747531
frozenset({'pip fruit'}),frozenset({'whole milk'}),0.07564050427002847,0.255490036600244,0.030093533956893046,0.3978494623655914,1.55720147705052,1.0,0.010768138752482559,1.236418332074595,0.38710300709860757,0.0999662276258021,0.19121225069342573,0.25781848366986293
frozenset({'whole milk'}),frozenset({'pip fruit'}),0.255490036600244,0.07564050427002847,0.030093533956893046,0.1177875049741345,1.55720147705052,1.0,0.010768138752482559,1.04777420512829,0.48061457606725927,0.0999662276258021,0.04559589737412966,0.25781848366986293
frozenset({'pip fruit'}),frozenset({'tropical fruit'}),0.07564050427002847,0.10492069947132981,0.020435136234241563,0.2701612903225807,2.574909352338085,1.0,0.012498881617866067,1.2264069974094487,0.6616871647044146,0.12761904761904763,0.18461000131904856,0.2324643660915229
frozenset({'tropical fruit'}),frozenset({'pip fruit'}),0.10492069947132981,0.07564050427002847,0.020435136234241563,0.19476744186046513,2.574909352338085,1.0,0.012498881617866067,1.14794103440834,0.6833325421958811,0.12761904761904763,0.12887511638138308,0.2324643660915229
frozenset({'other vegetables'}),frozenset({'pip fruit'}),0.19347295648637658,0.07564050427002847,0.026128507523383488,0.1350499211770888,1.785418043948717,1.0,0.011494115532140688,1.068685370822683,0.5454337665497176,0.10753138075313806,0.06427090020873795,0.24024001435198525
frozenset({'pip fruit'}),frozenset({'other vegetables'}),0.07564050427002847,0.19347295648637658,0.026128507523383488,0.3454301075268817,1.7854180439487168,1.0,0.011494115532140688,1.232148091117322,0.47590475913318414,0.10753138075313806,0.18840924462806105,0.24024001435198525
frozenset({'other vegetables'}),frozenset({'whole milk'}),0.19347295648637658,0.255490036600244,0.07482716551443676,0.3867577509196006,1.5137879976303985,1.0,0.025396752780574988,1.2140552359466457,0.4208234795214267,0.19999999999999998,0.1763142479919693,0.3398173951573729
frozenset({'whole milk'}),frozenset({'other vegetables'}),0.255490036600244,0.19347295648637658,0.07482716551443676,0.29287703939514526,1.5137879976303987,1.0,0.025396752780574988,1.1405753856779604,0.4558777363161924,0.19999999999999998,0.12324953479019901,0.3398173951573729
frozenset({'whole milk'}),frozenset({'butter'}),0.255490036600244,0.05540870272468483,0.027551850345668972,0.10783923597294072,1.9462508716143945,1.0,0.013395478858567206,1.0587680330298248,0.6530357519879991,0.09723717258701113,0.055506051558480776,0.30254347119747954
frozenset({'butter'}),frozenset({'whole milk'}),0.05540870272468483,0.255490036600244,0.027551850345668972,0.4972477064220184,1.9462508716143943,1.0,0.013395478858567206,1.4808683578571793,0.5147110980312257,0.09723717258701113,0.32472052988761063,0.30254347119747954
frozenset({'other vegetables'}),frozenset({'butter'}),0.19347295648637658,0.05540870272468483,0.02002846685644571,0.10352075669994745,1.8683122255058406,1.0,0.009308381325226187,1.0536677835374706,0.5762454720722601,0.08751665926254998,0.05093425496724606,0.2324943233041022
frozenset({'butter'}),frozenset({'other vegetables'}),0.05540870272468483,0.19347295648637658,0.02002846685644571,0.3614678899082569,1.8683122255058406,1.0,0.009308381325226187,1.2630955135486341,0.4920197319932449,0.08751665926254998,0.20829423485914722,0.2324943233041022
frozenset({'other vegetables'}),frozenset({'rolls/buns'}),0.19347295648637658,0.18391622610817404,0.0425986173241155,0.22017866526537047,1.1971682429796484,1.0,0.007015801313150147,1.046500958029747,0.2042033414091226,0.12723959914971153,0.044434701825113256,0.22589917232312196
frozenset({'rolls/buns'}),frozenset({'other vegetables'}),0.18391622610817404,0.19347295648637658,0.0425986173241155,0.23161967938087344,1.1971682429796484,1.0,0.007015801313150147,1.0496456271339172,0.2018120228477102,0.12723959914971153,0.047297512465684,0.22589917232312196
frozenset({'whole milk'}),frozenset({'rolls/buns'}),0.255490036600244,0.18391622610817404,0.05662871085807239,0.2216474333465977,1.2051543142051604,1.0,0.009639947518316254,1.048475727909079,0.22864803865541578,0.14794156706507305,0.046234477936605844,0.264776176595908
frozenset({'rolls/buns'}),frozenset({'whole milk'}),0.18391622610817404,0.255490036600244,0.05662871085807239,0.3079049198452184,1.2051543142051604,1.0,0.009639947518316254,1.0757336451998074,0.20859469130106015,0.14794156706507305,0.0704018560149622,0.264776176595908
frozenset({'other vegetables'}),frozenset({'bottled water'}),0.19347295648637658,0.11051240341602277,0.02480683204554697,0.1282186022070415,1.16021910883943,1.0,0.003425670628233901,1.0203103654607044,0.17122034332617636,0.08885651857246904,0.01990606598565097,0.17634481168309757
frozenset({'bottled water'}),frozenset({'other vegetables'}),0.11051240341602277,0.19347295648637658,0.02480683204554697,0.22447102115915366,1.16021910883943,1.0,0.003425670628233901,1.0399702209956212,0.15525099824054828,0.08885651857246904,0.03843400530964772,0.17634481168309757
frozenset({'bottled water'}),frozenset({'whole milk'}),0.11051240341602277,0.255490036600244,0.034363562423749494,0.3109475620975161,1.2170633588504451,1.0,0.006128744430208909,1.0804837519566555,0.20050879863869497,0.10361741263028819,0.07448862771967343,0.2227240794968281
frozenset({'whole milk'}),frozenset({'bottled water'}),0.255490036600244,0.11051240341602277,0.034363562423749494,0.13450059689614008,1.2170633588504451,1.0,0.006128744430208909,1.0277160138922,0.23955366370202677,0.10361741263028819,0.026968553099832423,0.2227240794968281
frozenset({'bottled water'}),frozenset({'yogurt'}),0.11051240341602277,0.13948759658397722,0.022976819845465637,0.2079116835326587,1.4905388624105183,1.0,0.007561710300245708,1.086384416391657,0.36999019862699867,0.10120913569189431,0.07951551503157268,0.18631735780131478
frozenset({'yogurt'}),frozenset({'bottled water'}),0.13948759658397722,0.11051240341602277,0.022976819845465637,0.16472303206997085,1.4905388624105183,1.0,0.007561710300245708,1.0649013809015853,0.3824485169881394,0.10120913569189431,0.06094590735400999,0.18631735780131478
frozenset({'bottled water'}),frozenset({'rolls/buns'}),0.11051240341602277,0.18391622610817404,0.024196827978853194,0.218951241950322,1.1904944255518892,1.0,0.0038718038044342033,1.044856374817921,0.17989330833487824,0.08954100827689994,0.04293066099705586,0.17525782108571933
frozenset({'rolls/buns'}),frozenset({'bottled water'}),0.18391622610817404,0.11051240341602277,0.024196827978853194,0.13156440022111665,1.190494425551889,1.0,0.0038718038044342033,1.0242412872185964,0.19607406934369623,0.08954100827689994,0.023667555214870663,0.17525782108571933
frozenset({'bottled water'}),frozenset({'soda'}),0.11051240341602277,0.17435949572997153,0.028975193167954452,0.2621895124195032,1.5037294718123813,1.0,0.00970630623642954,1.1190414315979065,0.3766064492583614,0.11323003575685338,0.10637803769957317,0.21418513521849797
frozenset({'soda'}),frozenset({'bottled water'}),0.17435949572997153,0.11051240341602277,0.028975193167954452,0.1661807580174927,1.5037294718123813,1.0,0.00970630623642954,1.0667630966024624,0.40572956834889845,0.11323003575685338,0.0625847452120309,0.21418513521849797
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frozenset({'pork'}),frozenset({'other vegetables'}),0.05764538430256202,0.19347295648637658,0.021655144367629116,0.37566137566137564,1.9416738260668895,1.0,0.010502321438819079,1.2918102646108034,0.5146474922466072,0.09437306158617634,0.22589251115659786,0.24379495477761373
frozenset({'other vegetables'}),frozenset({'pork'}),0.19347295648637658,0.05764538430256202,0.021655144367629116,0.11192853389385181,1.9416738260668895,1.0,0.010502321438819079,1.0611247536522037,0.6013195015295351,0.09437306158617634,0.057603739279310215,0.24379495477761373
frozenset({'domestic eggs'}),frozenset({'whole milk'}),0.0634404229361529,0.255490036600244,0.029991866612444084,0.4727564102564103,1.8503907884130728,1.0,0.013783470634551421,1.4120796874208141,0.4907040926720491,0.10380014074595356,0.29182466902663545,0.2950729922352485
frozenset({'whole milk'}),frozenset({'domestic eggs'}),0.255490036600244,0.0634404229361529,0.029991866612444084,0.11738957421408676,1.8503907884130728,1.0,0.013783470634551421,1.0611245343378934,0.6172833677037984,0.10380014074595356,0.05760354450388162,0.2950729922352485
frozenset({'domestic eggs'}),frozenset({'other vegetables'}),0.0634404229361529,0.19347295648637658,0.022265148434322896,0.3509615384615385,1.814008246089171,1.0,0.00999114224811926,1.2426490744506198,0.47913085374050535,0.09488734835355288,0.1952675775000243,0.23302149440155223
frozenset({'other vegetables'}),frozenset({'domestic eggs'}),0.19347295648637658,0.0634404229361529,0.022265148434322896,0.11508145034156594,1.814008246089171,1.0,0.00999114224811926,1.0583568142235753,0.5563788509589733,0.09488734835355288,0.055139073551850055,0.23302149440155223
frozenset({'frozen vegetables'}),frozenset({'whole milk'}),0.048088653924359494,0.255490036600244,0.020435136234241563,0.4249471458773785,1.6632630827098667,1.0,0.00814896428305049,1.2946809290003112,0.4189173751024861,0.07217235188509874,0.22760892077698958,0.2524656143234883
frozenset({'whole milk'}),frozenset({'frozen vegetables'}),0.255490036600244,0.048088653924359494,0.020435136234241563,0.07998408276959809,1.6632630827098664,1.0,0.00814896428305049,1.034668344588272,0.5356170125747067,0.07217235188509874,0.033506722003820016,0.2524656143234883