DEVELOPMENT... OpenML
Run
29970

Run 29970

Task 4592 (Supervised Classification) analcatdata_germangss 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)_I40
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
0.9371
Per class
Build CPU time
0.0173
Build memory
67650156.96
F measure
0.9074
Per class
Kappa
0.7352
KB relative information score
2374.91
Mean absolute error
0.1404
Mean prior absolute error
0.3495
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9077
Per class
Predictive accuracy
0.9073
Prior entropy
0.7716
Recall
0.9073
Per class
Relative absolute error
0.4017
Root mean prior squared error
0.4176
Root mean squared error
0.2663
Root relative squared error
0.6378
SciMark benchmark
944.9493