DEVELOPMENT... OpenML
Run
32082

Run 32082

Task 1884 (Supervised Classification) labor 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
0.915
Per class
Build CPU time
0.0726
Build memory
1002182333.9649
F measure
0.8806
Per class
Kappa
0.735
KB relative information score
284.1697
Mean absolute error
0.2461
Mean prior absolute error
0.457
Number of instances
570
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8821
Per class
Predictive accuracy
0.8825
Prior entropy
0.9393
Recall
0.8825
Per class
Relative absolute error
0.5385
Root mean prior squared error
0.4773
Root mean squared error
0.3311
Root relative squared error
0.6937
SciMark benchmark
944.2316