DEVELOPMENT... OpenML
Run
32170

Run 32170

Task 4461 (Supervised Classification) visualizing_hamster 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)_I160
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
0.7059
Per class
Build CPU time
0.0494
Build memory
247114621.4137
F measure
0.6692
Per class
Kappa
0.3307
KB relative information score
159.5027
Mean absolute error
0.3987
Mean prior absolute error
0.4955
Number of instances
730
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6697
Per class
Predictive accuracy
0.6712
Prior entropy
0.9937
Recall
0.6712
Per class
Relative absolute error
0.8046
Root mean prior squared error
0.4977
Root mean squared error
0.4686
Root relative squared error
0.9415
SciMark benchmark
923.3115