DEVELOPMENT... OpenML
Run
170609

Run 170609

Task 4436 (Supervised Classification) visualizing_livestock 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
0.7332
Per class
F measure
0.8448
Per class
Kappa
0.4896
KB relative information score
327.4605
Mean absolute error
0.2279
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8423
Per class
Predictive accuracy
0.8485
Prior entropy
0.7158
Recall
0.8485
Per class
Relative absolute error
0.727
Root mean prior squared error
0.3941
Root mean squared error
0.35
Root relative squared error
0.8881
SciMark benchmark
1466.6185