DEVELOPMENT... OpenML
Run
30710

Run 30710

Task 4706 (Supervised Classification) pc1_req Uploaded 13-10-2014 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)_I80
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
0.609
Per class
Build CPU time
0.1561
Build memory
117370789.04
F measure
0.6551
Per class
Kappa
0.2079
KB relative information score
251.7364
Mean absolute error
0.4113
Mean prior absolute error
0.4455
Number of instances
3200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6856
Per class
Predictive accuracy
0.7009
Prior entropy
0.9204
Recall
0.7009
Per class
Relative absolute error
0.9234
Root mean prior squared error
0.4718
Root mean squared error
0.4616
Root relative squared error
0.9784
SciMark benchmark
934.7285