DEVELOPMENT... OpenML
Run
28445

Run 28445

Task 4592 (Supervised Classification) analcatdata_germangss Uploaded 09-10-2014 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
0.9365
Per class
Build CPU time
0.0084
Build memory
1369029977.04
F measure
0.9049
Per class
Kappa
0.7272
KB relative information score
2363.1954
Mean absolute error
0.1414
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
0.9049
Per class
Predictive accuracy
0.905
Prior entropy
0.7716
Recall
0.905
Per class
Relative absolute error
0.4045
Root mean prior squared error
0.4176
Root mean squared error
0.2669
Root relative squared error
0.6391
SciMark benchmark
944.2519