DEVELOPMENT... OpenML
Run
27545

Run 27545

Task 4455 (Supervised Classification) mbagrade 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
0.6451
Per class
Build CPU time
0.0031
Build memory
3777397292.9443
F measure
0.6327
Per class
Kappa
0.2734
KB relative information score
82.5496
Mean absolute error
0.4396
Mean prior absolute error
0.4988
Number of instances
610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6498
Per class
Predictive accuracy
0.6426
Prior entropy
0.9984
Recall
0.6426
Per class
Relative absolute error
0.8812
Root mean prior squared error
0.4994
Root mean squared error
0.4796
Root relative squared error
0.9604
SciMark benchmark
870.2597