DEVELOPMENT... OpenML
Run
29272

Run 29272

Task 4455 (Supervised Classification) mbagrade Uploaded 11-10-2014 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)_I40
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
0.6422
Per class
Build CPU time
0.0073
Build memory
2596020560.6033
F measure
0.6251
Per class
Kappa
0.2596
KB relative information score
81.1524
Mean absolute error
0.4407
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
0.6435
Per class
Predictive accuracy
0.6361
Prior entropy
0.9984
Recall
0.6361
Per class
Relative absolute error
0.8834
Root mean prior squared error
0.4994
Root mean squared error
0.4802
Root relative squared error
0.9615
SciMark benchmark
945.924