DEVELOPMENT... OpenML
Run
170692

Run 170692

Task 4518 (Supervised Classification) arsenic-female-lung 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
0.4763
Per class
F measure
0.9493
Per class
KB relative information score
52.2901
Mean absolute error
0.0657
Mean prior absolute error
0.0672
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9332
Per class
Predictive accuracy
0.966
Prior entropy
0.222
Recall
0.966
Per class
Relative absolute error
0.977
Root mean prior squared error
0.1812
Root mean squared error
0.1812
Root relative squared error
1.0001
SciMark benchmark
1339.4189