DEVELOPMENT... OpenML
Run
170768

Run 170768

Task 4593 (Supervised Classification) grub-damage Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_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.

22 Evaluation measures

Area under ROC curve
0.7255
Per class
F measure
0.7346
Per class
Kappa
0.3652
KB relative information score
379.1988
Mean absolute error
0.3249
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7422
Per class
Predictive accuracy
0.7535
Prior entropy
0.9027
Recall
0.7535
Per class
Relative absolute error
0.7499
Root mean prior squared error
0.465
Root mean squared error
0.4355
Root relative squared error
0.9365
SciMark benchmark
1339.4189