DEVELOPMENT... OpenML
Run
29064

Run 29064

Task 4418 (Supervised Classification) schlvote Uploaded 10-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.6438
Per class
Build CPU time
0.0079
Build memory
2195528273.0316
F measure
0.8295
Per class
Kappa
0.5396
KB relative information score
123.343
Mean absolute error
0.2692
Mean prior absolute error
0.3934
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8387
Per class
Predictive accuracy
0.8421
Prior entropy
0.8485
Recall
0.8421
Per class
Relative absolute error
0.6843
Root mean prior squared error
0.4405
Root mean squared error
0.3851
Root relative squared error
0.8743
SciMark benchmark
942.1701