DEVELOPMENT... OpenML
Run
31430

Run 31430

Task 4593 (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)_I80
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
0.7798
Per class
Build CPU time
0.0307
Build memory
205234044.8258
F measure
0.7517
Per class
Kappa
0.4082
KB relative information score
367.7558
Mean absolute error
0.3386
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7553
Per class
Predictive accuracy
0.7652
Prior entropy
0.9027
Recall
0.7652
Per class
Relative absolute error
0.7815
Root mean prior squared error
0.465
Root mean squared error
0.4099
Root relative squared error
0.8816
SciMark benchmark
913.7051