DEVELOPMENT... OpenML
Run
31636

Run 31636

Task 4620 (Supervised Classification) kc3 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
0.8229
Per class
Build CPU time
1.6763
Build memory
68269735.3921
F measure
0.8829
Per class
Kappa
0.2052
KB relative information score
-311.8497
Mean absolute error
0.1335
Mean prior absolute error
0.1716
Number of instances
4580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8776
Per class
Predictive accuracy
0.9048
Prior entropy
0.4551
Recall
0.9048
Per class
Relative absolute error
0.7779
Root mean prior squared error
0.2917
Root mean squared error
0.2669
Root relative squared error
0.915
SciMark benchmark
942.0888