Run
87902

Run 87902

Task 3054 (Supervised Classification) monks-problems-2 Uploaded 03-12-2014 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
0.5
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.002
Cross-validation details (33% Holdout set)
Build memory
348334024
Cross-validation details (33% Holdout set)
F measure
0.4886
Per class
Cross-validation details (33% Holdout set)
KB relative information score
1.616
Cross-validation details (33% Holdout set)
Mean absolute error
0.4554
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4588
Cross-validation details (33% Holdout set)
Number of instances
198
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
0.3986
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6313
Cross-validation details (33% Holdout set)
Prior entropy
0.9279
Cross-validation details (33% Holdout set)
Recall
0.6313
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9924
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4831
Cross-validation details (33% Holdout set)
Root mean squared error
0.484
Cross-validation details (33% Holdout set)
Root relative squared error
1.0018
Cross-validation details (33% Holdout set)
SciMark benchmark
929.8923