DEVELOPMENT... OpenML
Run
32291

Run 32291

Task 3722 (Supervised Classification) hungarian 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)_I160
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
0.89
Per class
Build CPU time
0.4104
Build memory
1177412479.0476
F measure
0.794
Per class
Kappa
0.55
KB relative information score
138.5247
Mean absolute error
0.2498
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7934
Per class
Predictive accuracy
0.7959
Prior entropy
0.9439
Recall
0.7959
Per class
Relative absolute error
0.5415
Root mean prior squared error
0.4802
Root mean squared error
0.3581
Root relative squared error
0.7458
SciMark benchmark
906.3191