DEVELOPMENT... OpenML
Run
174250

Run 174250

Task 4409 (Supervised Classification) kdd_el_nino-small Uploaded 21-02-2015 by Jason
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Flow

weka.OneR(17)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(17)_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.

22 Evaluation measures

Area under ROC curve
0.9067
Per class
F measure
0.9104
Per class
Kappa
0.8044
KB relative information score
6209.4976
Mean absolute error
0.09
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9115
Per class
Predictive accuracy
0.91
Prior entropy
0.9348
Recall
0.91
Per class
Relative absolute error
0.1977
Root mean prior squared error
0.4771
Root mean squared error
0.3
Root relative squared error
0.6289
SciMark benchmark
1465.2979