DEVELOPMENT... OpenML
Run
604

Run 604

Task 43 (Supervised Classification) spambase Uploaded 07-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I10
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9806
Per class
F measure
0.9414
Per class
Kappa
0.8772
KB relative information score
3630.1432
Mean absolute error
0.1103
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.9414
Per class
Predictive accuracy
0.9415
Prior entropy
0.9674
Recall
0.9415
Per class
Relative absolute error
0.231
Root mean prior squared error
0.4886
Root mean squared error
0.2182
Root relative squared error
0.4466
SciMark benchmark
2005.3109