DEVELOPMENT... OpenML
Run
92679

Run 92679

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_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.

21 Evaluation measures

Area under ROC curve
0.4763
Per class
Build CPU time
0.0008
Build memory
161018611.0483
F measure
0.9493
Per class
KB relative information score
5.229
Mean absolute error
0.0657
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
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
927.6633