DEVELOPMENT... OpenML
Run
27424

Run 27424

Task 3923 (Supervised Classification) datatrieve 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
0.7804
Per class
Build CPU time
0.015
Build memory
2028591540
F measure
0.8915
Per class
Kappa
0.2081
KB relative information score
-40.8941
Mean absolute error
0.1441
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8833
Per class
Predictive accuracy
0.9077
Prior entropy
0.4395
Recall
0.9077
Per class
Relative absolute error
0.9001
Root mean prior squared error
0.2784
Root mean squared error
0.2754
Root relative squared error
0.9892
SciMark benchmark
924.5292