DEVELOPMENT... OpenML
Run
27378

Run 27378

Task 3915 (Supervised Classification) kc3 Uploaded 08-10-2014 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)_I20
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
0.8035
Per class
Build CPU time
0.217
Build memory
288199659.9825
F measure
0.9021
Per class
Kappa
0.3497
KB relative information score
-44.4159
Mean absolute error
0.1333
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9014
Per class
Predictive accuracy
0.917
Prior entropy
0.4551
Recall
0.917
Per class
Relative absolute error
0.7767
Root mean prior squared error
0.2917
Root mean squared error
0.2691
Root relative squared error
0.9225
SciMark benchmark
916.9556