DEVELOPMENT... OpenML
Run
91963

Run 91963

Task 3599 (Supervised Classification) machine_cpu 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
0.9063
Per class
Build CPU time
0.001
Build memory
680176969.8373
F measure
0.9469
Per class
Kappa
0.8635
KB relative information score
167.4791
Mean absolute error
0.0799
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9469
Per class
Predictive accuracy
0.9474
Prior entropy
0.8417
Recall
0.9474
Per class
Relative absolute error
0.203
Root mean prior squared error
0.4429
Root mean squared error
0.2231
Root relative squared error
0.5038
SciMark benchmark
945.6567