DEVELOPMENT... OpenML
Run
92206

Run 92206

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9221
Per class
Build CPU time
0.0005
Build memory
905135783.0232
F measure
0.9232
Per class
Kappa
0.6661
KB relative information score
275.0541
Mean absolute error
0.0861
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9224
Per class
Predictive accuracy
0.9242
Prior entropy
0.5744
Recall
0.9242
Per class
Relative absolute error
0.3676
Root mean prior squared error
0.3414
Root mean squared error
0.2205
Root relative squared error
0.6456
SciMark benchmark
922.5645