DEVELOPMENT... OpenML
Run
170687

Run 170687

Task 4513 (Supervised Classification) kidney 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
0.773
Per class
F measure
0.71
Per class
Kappa
0.418
KB relative information score
299.7776
Mean absolute error
0.3037
Mean prior absolute error
0.4987
Number of instances
760
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7103
Per class
Predictive accuracy
0.7105
Prior entropy
0.9981
Recall
0.7105
Per class
Relative absolute error
0.6089
Root mean prior squared error
0.4993
Root mean squared error
0.4632
Root relative squared error
0.9276
SciMark benchmark
1339.4189