DEVELOPMENT... OpenML
Run
30808

Run 30808

Task 4470 (Supervised Classification) sleuth_case2002 Uploaded 13-10-2014 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)_I80
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
0.6701
Per class
Build CPU time
0.0732
Build memory
782533386.7102
F measure
0.6425
Per class
Kappa
0.2841
KB relative information score
254.5862
Mean absolute error
0.4195
Mean prior absolute error
0.4982
Number of instances
1470
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6438
Per class
Predictive accuracy
0.6422
Prior entropy
0.9974
Recall
0.6422
Per class
Relative absolute error
0.8421
Root mean prior squared error
0.4991
Root mean squared error
0.486
Root relative squared error
0.9739
SciMark benchmark
920.5822