DEVELOPMENT... OpenML
Run
27762

Run 27762

Task 3722 (Supervised Classification) hungarian 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
0.8892
Per class
Build CPU time
0.0517
Build memory
960791452.5714
F measure
0.7945
Per class
Kappa
0.5519
KB relative information score
137.1392
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
0.7939
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
0.3635
Root relative squared error
0.7571
SciMark benchmark
945.9165