DEVELOPMENT... OpenML
Run
30296

Run 30296

Task 4622 (Supervised Classification) kc1 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
0.8327
Per class
Build CPU time
5.2717
Build memory
611552823.1568
F measure
0.8475
Per class
Kappa
0.3576
KB relative information score
2906.232
Mean absolute error
0.1922
Mean prior absolute error
0.2616
Number of instances
21090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8486
Per class
Predictive accuracy
0.8676
Prior entropy
0.622
Recall
0.8676
Per class
Relative absolute error
0.7346
Root mean prior squared error
0.3615
Root mean squared error
0.3165
Root relative squared error
0.8755
SciMark benchmark
928.9858