DEVELOPMENT... OpenML
Run
31154

Run 31154

Task 4540 (Supervised Classification) squash-stored 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)_I80
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
0.8475
Per class
Build CPU time
0.0367
Build memory
743359359.6615
F measure
0.7679
Per class
Kappa
0.5315
KB relative information score
212.0279
Mean absolute error
0.304
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7698
Per class
Predictive accuracy
0.7673
Prior entropy
0.9911
Recall
0.7673
Per class
Relative absolute error
0.6159
Root mean prior squared error
0.4967
Root mean squared error
0.3992
Root relative squared error
0.8037
SciMark benchmark
947.2029