DEVELOPMENT... OpenML
Run
30901

Run 30901

Task 3725 (Supervised Classification) auto93 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
0.8941
Per class
Build CPU time
0.0526
Build memory
1420370636.043
F measure
0.8269
Per class
Kappa
0.6293
KB relative information score
43.3131
Mean absolute error
0.2602
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8266
Per class
Predictive accuracy
0.828
Prior entropy
0.9573
Recall
0.828
Per class
Relative absolute error
0.5535
Root mean prior squared error
0.4845
Root mean squared error
0.3529
Root relative squared error
0.7285
SciMark benchmark
905.6204