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Actual Prediction Accuracy
Rahul Krishna edited this page Apr 1, 2015
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1 revision
## ant
rank , name , med , iqr
----------------------------------------------------
1 , CART , 37.00 , 0.00 (* | ), 37.00, 37.00, 37.00
1 , RF , 40.00 , 1.00 ( * | ), 40.00, 40.00, 41.00
2 , CART (SMOTE) , 74.00 , 0.00 ( | * ), 74.00, 74.00, 74.00
2 , RF (SMOTE) , 79.00 , 0.00 ( | *), 79.00, 79.00, 79.00
## camel
rank , name , med , iqr
----------------------------------------------------
1 , RF , 40.00 , 0.00 (* | ), 40.00, 40.00, 40.00
1 , CART , 43.00 , 0.00 ( * | ), 43.00, 43.00, 43.00
2 , CART (SMOTE) , 60.00 , 6.00 ( | -------* ), 55.00, 60.00, 61.00
2 , RF (SMOTE) , 61.00 , 3.00 ( | -* ), 60.00, 61.00, 63.00
## ivy
rank , name , med , iqr
----------------------------------------------------
1 , CART (SMOTE) , 0.00 , 0.00 (* | ), 0.00, 0.00, 0.00
1 , RF (SMOTE) , 15.00 , 0.00 ( * | ), 15.00, 15.00, 15.00
2 , RF , 50.00 , 0.00 ( | * ), 50.00, 50.00, 50.00
2 , CART , 57.00 , 0.00 ( | *), 57.00, 57.00, 57.00
## forrest
rank , name , med , iqr
----------------------------------------------------
1 , CART , 62.00 , 0.00 (* | ), 62.00, 62.00, 62.00
1 , RF (SMOTE) , 62.00 , 0.00 (* | ), 62.00, 62.00, 62.00
2 , RF , 66.00 , 0.00 ( * | ), 66.00, 66.00, 66.00
2 , CART (SMOTE) , 80.00 , 0.00 ( | *), 80.00, 80.00, 80.00
## jedit
rank , name , med , iqr
----------------------------------------------------
1 , RF , 0.00 , 0.00 (* | ), 0.00, 0.00, 0.00
1 , CART (SMOTE) , 85.00 , 0.00 ( | * ), 85.00, 85.00, 85.00
1 , RF (SMOTE) , 89.00 , 1.00 ( | * ), 88.00, 89.00, 89.00
1 , CART , 94.00 , 0.00 ( | *), 94.00, 94.00, 94.00
## poi
rank , name , med , iqr
----------------------------------------------------
1 , CART , 40.00 , 0.00 ( * | ), 40.00, 40.00, 40.00
1 , RF , 43.00 , 8.00 (------* | ), 38.00, 43.00, 46.00
2 , RF (SMOTE) , 46.00 , 15.00 ( ------* | ), 41.00, 46.00, 56.00
2 , CART (SMOTE) , 51.00 , 12.00 ( -|* ), 50.00, 51.00, 62.00
## log4j
rank , name , med , iqr
----------------------------------------------------
1 , RF (SMOTE) , 3.00 , 0.00 (* | ), 3.00, 3.00, 3.00
1 , CART (SMOTE) , 14.00 , 1.00 ( -* | ), 13.00, 14.00, 14.00
2 , RF , 23.00 , 1.00 ( *| ), 22.00, 23.00, 23.00
2 , CART , 43.00 , 0.00 ( | *), 43.00, 43.00, 43.00
## lucene
rank , name , med , iqr
----------------------------------------------------
1 , CART , 47.00 , 0.00 (* | ), 47.00, 47.00, 47.00
1 , CART (SMOTE) , 50.00 , 3.00 ( * | ), 50.00, 50.00, 53.00
2 , RF , 52.00 , 2.00 ( * | ), 52.00, 52.00, 54.00
2 , RF (SMOTE) , 58.00 , 2.00 ( | * ), 58.00, 58.00, 60.00
## velocity
rank , name , med , iqr
----------------------------------------------------
1 , CART (SMOTE) , 62.00 , 0.00 (* | ), 62.00, 62.00, 62.00
1 , CART , 67.00 , 0.00 ( | * ), 67.00, 67.00, 67.00
1 , RF (SMOTE) , 68.00 , 1.00 ( | ----* ), 67.00, 68.00, 68.00
1 , RF , 70.00 , 1.00 ( | ---*), 69.00, 70.00, 70.00
## xalan
rank , name , med , iqr
----------------------------------------------------
1 , RF , 25.00 , 0.00 (* | ), 25.00, 25.00, 25.00
1 , CART (SMOTE) , 60.00 , 5.00 ( | ---* ), 55.00, 60.00, 60.00
1 , RF (SMOTE) , 60.00 , 2.00 ( | -* ), 58.00, 60.00, 60.00
1 , CART , 64.00 , 0.00 ( | *), 64.00, 64.00, 64.00
## xerces
rank , name , med , iqr
----------------------------------------------------
1 , RF , 6.00 , 1.00 (* | ), 6.00, 6.00, 7.00
1 , CART , 15.00 , 0.00 ( * | ), 15.00, 15.00, 15.00
1 , RF (SMOTE) , 15.00 , 4.00 ( --* | ), 14.00, 15.00, 18.00
1 , CART (SMOTE) , 29.00 , 9.00 ( | ----------* ), 21.00, 29.00, 30.00