DEVELOPMENT... OpenML
Run
27957

Run 27957

Task 3497 (Supervised Classification) grub-damage Uploaded 09-10-2014 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
0.6538
Per class
Build CPU time
0.0083
Build memory
1477980463.7936
F measure
0.4028
Per class
Kappa
0.1816
KB relative information score
35.3508
Mean absolute error
0.3181
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
0.4106
Per class
Predictive accuracy
0.4
Prior entropy
1.9281
Recall
0.4
Per class
Relative absolute error
0.8745
Root mean prior squared error
0.4263
Root mean squared error
0.4422
Root relative squared error
1.0373
SciMark benchmark
943.6032