DEVELOPMENT... OpenML
Run
32432

Run 32432

Task 3497 (Supervised Classification) grub-damage 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
0.6658
Per class
Build CPU time
0.0835
Build memory
1456199310.6065
F measure
0.3788
Per class
Kappa
0.1475
KB relative information score
34.3708
Mean absolute error
0.3178
Mean prior absolute error
0.3638
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
0.3792
Per class
Predictive accuracy
0.3806
Prior entropy
1.9281
Recall
0.3806
Per class
Relative absolute error
0.8736
Root mean prior squared error
0.4263
Root mean squared error
0.4342
Root relative squared error
1.0186
SciMark benchmark
945.5312