DEVELOPMENT... OpenML
Run
170192

Run 170192

Task 3814 (Supervised Classification) arsenic-male-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
0.4172
Per class
F measure
0.9653
Per class
KB relative information score
7.8809
Mean absolute error
0.0454
Mean prior absolute error
0.0471
Number of instances
559
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.954
Per class
Predictive accuracy
0.9767
Prior entropy
0.1684
Recall
0.9767
Per class
Relative absolute error
0.9659
Root mean prior squared error
0.1507
Root mean squared error
0.1508
Root relative squared error
1.0003
SciMark benchmark
1465.2979