DEVELOPMENT... OpenML
Run
27265

Run 27265

Task 3641 (Supervised Classification) fri_c2_100_25 Uploaded 08-10-2014 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
0.8429
Per class
Build CPU time
0.0363
Build memory
737108782.4
F measure
0.8291
Per class
Kappa
0.6502
KB relative information score
47.9689
Mean absolute error
0.2683
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8298
Per class
Predictive accuracy
0.83
Prior entropy
0.9864
Recall
0.83
Per class
Relative absolute error
0.5471
Root mean prior squared error
0.4951
Root mean squared error
0.3856
Root relative squared error
0.7788
SciMark benchmark
932.4145