DEVELOPMENT... OpenML
Run
31095

Run 31095

Task 3761 (Supervised Classification) hip 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
0.8407
Per class
Build CPU time
0.0282
Build memory
2118298732.4444
F measure
0.759
Per class
Kappa
0.5172
KB relative information score
22.0766
Mean absolute error
0.3119
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7593
Per class
Predictive accuracy
0.7593
Prior entropy
0.9991
Recall
0.7593
Per class
Relative absolute error
0.6247
Root mean prior squared error
0.4997
Root mean squared error
0.3924
Root relative squared error
0.7854
SciMark benchmark
948.0913