DEVELOPMENT... OpenML
Run
28462

Run 28462

Task 3058 (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
0.615
Per class
Build CPU time
0.006
Build memory
1970443232
F measure
0.3881
Per class
Kappa
0.1644
KB relative information score
10.4173
Mean absolute error
0.3312
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4092
Per class
Predictive accuracy
0.3922
Prior entropy
1.9281
Recall
0.3922
Per class
Relative absolute error
0.9132
Root mean prior squared error
0.425
Root mean squared error
0.463
Root relative squared error
1.0893
SciMark benchmark
899.4843