DEVELOPMENT... OpenML
Run
27063

Run 27063

Task 3613 (Supervised Classification) servo 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
0.987
Per class
Build CPU time
0.0033
Build memory
1188944495.2335
F measure
0.936
Per class
Kappa
0.8241
KB relative information score
124.2851
Mean absolute error
0.0826
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9418
Per class
Predictive accuracy
0.9341
Prior entropy
0.7794
Recall
0.9341
Per class
Relative absolute error
0.2337
Root mean prior squared error
0.4193
Root mean squared error
0.1992
Root relative squared error
0.4752
SciMark benchmark
898.1366