DEVELOPMENT... OpenML
Run
27201

Run 27201

Task 3888 (Supervised Classification) grub-damage Uploaded 08-10-2014 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
0.784
Per class
Build CPU time
0.0082
Build memory
342316142.4516
F measure
0.7613
Per class
Kappa
0.4309
KB relative information score
37.5721
Mean absolute error
0.3366
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
0.7657
Per class
Predictive accuracy
0.7742
Prior entropy
0.9027
Recall
0.7742
Per class
Relative absolute error
0.7769
Root mean prior squared error
0.465
Root mean squared error
0.4067
Root relative squared error
0.8746
SciMark benchmark
944.9773