DEVELOPMENT... OpenML
Run
31411

Run 31411

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)_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
0.937
Per class
Build CPU time
0.0497
Build memory
406395604.32
F measure
0.9086
Per class
Kappa
0.7385
KB relative information score
2376.0605
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
0.9088
Per class
Predictive accuracy
0.9085
Prior entropy
0.7716
Recall
0.9085
Per class
Relative absolute error
0.4016
Root mean prior squared error
0.4176
Root mean squared error
0.2657
Root relative squared error
0.6362
SciMark benchmark
944.5339