DEVELOPMENT... OpenML
Run
177336

Run 177336

Task 4593 (Supervised Classification) grub-damage Uploaded 23-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.7084
Per class
F measure
0.7218
Per class
Kappa
0.3388
KB relative information score
313.7391
Mean absolute error
0.3412
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
0.7206
Per class
Predictive accuracy
0.7342
Prior entropy
0.9027
Recall
0.7342
Per class
Relative absolute error
0.7875
Root mean prior squared error
0.465
Root mean squared error
0.4411
Root relative squared error
0.9486
SciMark benchmark
1330.0803