DEVELOPMENT... OpenML
Run
92667

Run 92667

Task 3808 (Supervised Classification) kidney 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
0.7882
Per class
Build CPU time
0.0009
Build memory
885741112.8421
F measure
0.7227
Per class
Kappa
0.4435
KB relative information score
31.5504
Mean absolute error
0.2935
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7239
Per class
Predictive accuracy
0.7237
Prior entropy
0.9981
Recall
0.7237
Per class
Relative absolute error
0.5886
Root mean prior squared error
0.4993
Root mean squared error
0.4515
Root relative squared error
0.9043
SciMark benchmark
946.8522