DEVELOPMENT... OpenML
Run
28960

Run 28960

Task 3888 (Supervised Classification) grub-damage Uploaded 10-10-2014 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
0.7827
Per class
Build CPU time
0.0158
Build memory
673558451.871
F measure
0.7712
Per class
Kappa
0.4569
KB relative information score
37.3879
Mean absolute error
0.3362
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7727
Per class
Predictive accuracy
0.7806
Prior entropy
0.9027
Recall
0.7806
Per class
Relative absolute error
0.776
Root mean prior squared error
0.465
Root mean squared error
0.409
Root relative squared error
0.8796
SciMark benchmark
897.8278