DEVELOPMENT... OpenML
Run
31642

Run 31642

Task 3599 (Supervised Classification) machine_cpu 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
0.9743
Per class
Build CPU time
0.0921
Build memory
95985467.8278
F measure
0.9368
Per class
Kappa
0.8368
KB relative information score
159.1937
Mean absolute error
0.0942
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9373
Per class
Predictive accuracy
0.9378
Prior entropy
0.8417
Recall
0.9378
Per class
Relative absolute error
0.2395
Root mean prior squared error
0.4429
Root mean squared error
0.2101
Root relative squared error
0.4743
SciMark benchmark
943.3784