result0507.txt

多关联分类算法

File name                     = cmar.txt
Support (default 20%)         = 5.0
Confidence (default 80%)      = 60.0
Number of classes             = 4

Reading input file: cmar.txt
Number of records = 591
Number of columns = 79
Min support       = 29.55 (records)
START APRIORI-TFP CMAR
--------------------------
Support = 5.0, Confidence = 60.0
Num rows in training set = 591, reduced minimum support = 29.55
GENERATING P-TREE
------------------
Creating P-tree table
APRIORI-TFP WITH X-CHECKING
---------------------------
Minimum support threshold = 5.0% (29.55 (records)
Levels in T-tree = 7
Number of rules         = 0
prune CARS
WARNING: No test data
Generation time = 0.875 seconds (0.014583333333333334 mins)
Number of frequent sets = 586
Number of Nodes created = 2088
Number of Updates       = 25618
T-tree Storage          = 14228 (Bytes)
Accuracy = 0.0
Number of CMAR rules    = 30
(1)  {1 14 18}  ->  {76}  100.0%, (33.0, 33.0, 93.0)  茯苓 茵陈蒿 枳实          ——黄疸
(2)  {4 14 18}  ->  {76}  100.0%, (31.0, 31.0, 93.0)  泽泻 茵陈蒿 枳实          ——黄疸
(3)  {14 18}  ->  {76}  97.91%, (47.0, 48.0, 93.0)    茵陈蒿 枳实               ——黄疸
(4)  {1 4 7 14}  ->  {76}  92.68%, (38.0, 41.0, 93.0) 茯苓 泽泻 猪苓  茵陈蒿
(5)  {4 7 14}  ->  {76}  91.83%, (45.0, 49.0, 93.0)   泽泻 猪苓  茵陈蒿
(6)  {1 7 14}  ->  {76}  89.13%, (41.0, 46.0, 93.0)   茯苓 泽泻 猪苓  茵陈蒿
(7)  {7 18}  ->  {76}  88.57%, (31.0, 35.0, 93.0)     猪苓 枳实               ——黄疸
(8)  {4 14}  ->  {76}  87.71%, (50.0, 57.0, 93.0)     泽泻 茵陈蒿             ——黄疸
(9)  {7 14}  ->  {76}  87.5%, (49.0, 56.0, 93.0)      猪苓  茵陈蒿
(10)  {1 4 14}  ->  {76}  87.5%, (42.0, 48.0, 93.0)   茯苓 泽泻 茵陈蒿
(11)  {8 21}  ->  {79}  83.78%, (31.0, 37.0, 144.0)   黄芩 白芍               ——泻痢 
(12)  {41}  ->  {78}  82.05%, (32.0, 39.0, 144.0)     香薷                    ——外感
(13)  {2 15}  ->  {79}  80.0%, (40.0, 50.0, 144.0)    黄连 木香               ——泻痢
(14)  {2 21}  ->  {79}  79.16%, (38.0, 48.0, 144.0)   黄连 白芍               ——泻痢
(15)  {4 18}  ->  {76}  78.04%, (32.0, 41.0, 93.0)    泽泻 枳实               ——黄疸
(16)  {38}  ->  {77}  77.5%, (31.0, 40.0, 210.0)      大腹皮                  ——内伤
(17)  {21}  ->  {79}  76.38%, (55.0, 72.0, 144.0)     白芍                    ——泻痢
(18)  {14}  ->  {76}  76.28%, (74.0, 97.0, 93.0)      茵陈蒿                  ——黄疸
(19)  {5 33}  ->  {78}  75.6%, (31.0, 41.0, 144.0)    白术 黄芪               ——外感
(20)  {5 13 33}  ->  {78}  75.6%, (31.0, 41.0, 144.0) 白术 人参 黄芪          ——外感
(21)  {1 14}  ->  {76}  73.91%, (51.0, 69.0, 93.0)    茯苓 茵陈蒿             ——黄疸
(22)  {13 33}  ->  {78}  72.09%, (31.0, 43.0, 144.0)  人参 黄芪               ——外感
(23)  {33}  ->  {78}  70.45%, (31.0, 44.0, 144.0)     黄芪                    ——外感
(24)  {30}  ->  {78}  68.08%, (32.0, 47.0, 144.0)     生姜                    ——外感 
(25)  {13 19}  ->  {78}  65.95%, (31.0, 47.0, 144.0)  人参 栀子               ——外感
(26)  {18}  ->  {76}  65.06%, (54.0, 83.0, 93.0)      枳实                    ——黄疸
(27)  {1 18}  ->  {76}  64.81%, (35.0, 54.0, 93.0)    茯苓 枳实               ——黄疸
(28)  {2 11}  ->  {77}  63.79%, (37.0, 58.0, 210.0)   黄连 半夏               ——内伤
(29)  {1 3 11}  ->  {77}  62.5%, (30.0, 48.0, 210.0)  茯苓 橘皮 半夏          ——内伤
(30)  {3 11}  ->  {77}  60.86%, (42.0, 69.0, 210.0)   橘皮 半夏               ——内伤