DEVELOPMENT... OpenML
Run
27416

Run 27416

Task 4433 (Supervised Classification) sleuth_ex2015 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
0.677
Per class
Build CPU time
0.0073
Build memory
1717456639.04
F measure
0.6577
Per class
Kappa
0.3077
KB relative information score
124.189
Mean absolute error
0.4005
Mean prior absolute error
0.4952
Number of instances
600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6623
Per class
Predictive accuracy
0.6633
Prior entropy
0.9932
Recall
0.6633
Per class
Relative absolute error
0.8087
Root mean prior squared error
0.4975
Root mean squared error
0.4828
Root relative squared error
0.9704
SciMark benchmark
949.7754