DEVELOPMENT... OpenML
Run
170727

Run 170727

Task 4554 (Supervised Classification) analcatdata_marketing Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_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.

22 Evaluation measures

Area under ROC curve
0.4852
Per class
F measure
0.5651
Per class
Kappa
-0.0211
KB relative information score
-87.8734
Mean absolute error
0.4374
Mean prior absolute error
0.4326
Number of instances
3640
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5471
Per class
Predictive accuracy
0.6538
Prior entropy
0.901
Recall
0.6538
Per class
Relative absolute error
1.0111
Root mean prior squared error
0.4649
Root mean squared error
0.4971
Root relative squared error
1.0693
SciMark benchmark
1418.5826