DEVELOPMENT... OpenML
Run
27373

Run 27373

Task 4426 (Supervised Classification) bolts 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
0.9145
Per class
Build CPU time
0.0028
Build memory
868915999.2
F measure
0.9071
Per class
Kappa
0.795
KB relative information score
272.1325
Mean absolute error
0.1493
Mean prior absolute error
0.4571
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.907
Per class
Predictive accuracy
0.9075
Prior entropy
0.9403
Recall
0.9075
Per class
Relative absolute error
0.3266
Root mean prior squared error
0.477
Root mean squared error
0.2852
Root relative squared error
0.5978
SciMark benchmark
903.5346