Run
24438

Run 24438

Task 2074 (Supervised Classification) satimage Uploaded 08-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_J48(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(1)_I80
weka.Bagging_J48(1)_P100
weka.Bagging_J48(1)_S1
weka.Bagging_J48(1)_Wweka.classifiers.trees.J48
weka.Bagging_J48(1)_num-slots1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5543.0435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0521
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
570.0399[341.6060826955999902.555042907464233.52366516296496519.714546094293852.8002955337893]