DEVELOPMENT... OpenML
Run
27553

Run 27553

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.955
Per class
Build CPU time
0.1062
Build memory
2297104953.6
F measure
0.8919
Per class
Kappa
0.7815
KB relative information score
347.2582
Mean absolute error
0.16
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.892
Per class
Predictive accuracy
0.892
Prior entropy
0.9934
Recall
0.892
Per class
Relative absolute error
0.323
Root mean prior squared error
0.4977
Root mean squared error
0.2838
Root relative squared error
0.5703
SciMark benchmark
935.5418