DEVELOPMENT... OpenML
Run
29716

Run 29716

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 12-10-2014 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
0.9468
Per class
Build CPU time
0.8695
Build memory
585261968
F measure
0.9015
Per class
Kappa
0.7955
KB relative information score
341.2567
Mean absolute error
0.1654
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
0.9022
Per class
Predictive accuracy
0.902
Prior entropy
0.9767
Recall
0.902
Per class
Relative absolute error
0.3418
Root mean prior squared error
0.4918
Root mean squared error
0.2847
Root relative squared error
0.5788
SciMark benchmark
943.7313