DEVELOPMENT... OpenML
Run
170001

Run 170001

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.8893
Per class
F measure
0.9168
Per class
Kappa
0.6076
KB relative information score
193.5101
Mean absolute error
0.1007
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9159
Per class
Predictive accuracy
0.9178
Prior entropy
0.5405
Recall
0.9178
Per class
Relative absolute error
0.4665
Root mean prior squared error
0.3275
Root mean squared error
0.2378
Root relative squared error
0.7261
SciMark benchmark
1465.2979