DEVELOPMENT... OpenML
Run
32574

Run 32574

Task 3783 (Supervised Classification) fri_c2_500_50 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)_I160
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
0.9514
Per class
Build CPU time
3.0668
Build memory
859836276
F measure
0.9033
Per class
Kappa
0.7992
KB relative information score
341.7213
Mean absolute error
0.1657
Mean prior absolute error
0.4839
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
0.9046
Per class
Predictive accuracy
0.904
Prior entropy
0.9767
Recall
0.904
Per class
Relative absolute error
0.3425
Root mean prior squared error
0.4918
Root mean squared error
0.2805
Root relative squared error
0.5703
SciMark benchmark
941.2652