Run
92403

Run 92403

Task 2125 (Supervised Classification) eucalyptus Uploaded 08-12-2014 by Joaquin Vanschoren
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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
0.827
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.015
Cross-validation details (33% Holdout set)
Build memory
63311488
Cross-validation details (33% Holdout set)
F measure
0.5917
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4891
Cross-validation details (33% Holdout set)
KB relative information score
121.099
Cross-validation details (33% Holdout set)
Mean absolute error
0.1858
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3134
Cross-validation details (33% Holdout set)
Number of instances
242
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6097
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5992
Cross-validation details (33% Holdout set)
Prior entropy
2.2629
Cross-validation details (33% Holdout set)
Recall
0.5992
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5929
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3959
Cross-validation details (33% Holdout set)
Root mean squared error
0.3438
Cross-validation details (33% Holdout set)
Root relative squared error
0.8685
Cross-validation details (33% Holdout set)
SciMark benchmark
940.3415