DEVELOPMENT... OpenML
Run
26420

Run 26420

Task 53 (Supervised Classification) vehicle Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_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
0.8625
Per class
Build CPU time
0.021
Build memory
82720447.4043
F measure
0.7019
Per class
Kappa
0.6043
KB relative information score
558.3486
Mean absolute error
0.1475
Mean prior absolute error
0.3748
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7007
Per class
Predictive accuracy
0.7033
Prior entropy
1.9991
Recall
0.7033
Per class
Relative absolute error
0.3935
Root mean prior squared error
0.4329
Root mean squared error
0.337
Root relative squared error
0.7783
SciMark benchmark
939.7618