DEVELOPMENT... OpenML
Run
30310

Run 30310

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.9391
Per class
Build CPU time
3.1111
Build memory
90810963.2
F measure
0.8628
Per class
Kappa
0.7196
KB relative information score
299.1597
Mean absolute error
0.213
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8657
Per class
Predictive accuracy
0.864
Prior entropy
0.9875
Recall
0.864
Per class
Relative absolute error
0.4336
Root mean prior squared error
0.4956
Root mean squared error
0.3065
Root relative squared error
0.6183
SciMark benchmark
943.725