DEVELOPMENT... OpenML
Run
31562

Run 31562

Task 4360 (Supervised Classification) elusage 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
0.9334
Per class
Build CPU time
0.0196
Build memory
130363475.04
F measure
0.8487
Per class
Kappa
0.6919
KB relative information score
344.7988
Mean absolute error
0.1913
Mean prior absolute error
0.4922
Number of instances
550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8488
Per class
Predictive accuracy
0.8491
Prior entropy
0.9891
Recall
0.8491
Per class
Relative absolute error
0.3888
Root mean prior squared error
0.4959
Root mean squared error
0.3181
Root relative squared error
0.6415
SciMark benchmark
934.3726