DEVELOPMENT... OpenML
Run
93570

Run 93570

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 08-12-2014 by Felicia West
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.6775
Per class
Build CPU time
0.0004
Build memory
417153328
F measure
0.6755
Per class
Kappa
0.3532
KB relative information score
38.7905
Mean absolute error
0.3243
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6793
Per class
Predictive accuracy
0.6757
Prior entropy
0.9986
Recall
0.6757
Per class
Relative absolute error
0.6499
Root mean prior squared error
0.4995
Root mean squared error
0.5695
Root relative squared error
1.1401
SciMark benchmark
946.5615