Run
173445

Run 173445

Task 2120 (Supervised Classification) satimage Uploaded 21-02-2015 by Jan van Rijn
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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
0.7452
Per class
Cross-validation details (33% Holdout set)
F measure
0.5687
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4953
Cross-validation details (33% Holdout set)
KB relative information score
1162.6799
Cross-validation details (33% Holdout set)
Mean absolute error
0.137
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5897
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5889
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.5889
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5075
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.3702
Cross-validation details (33% Holdout set)
Root relative squared error
1.0076
Cross-validation details (33% Holdout set)
SciMark benchmark
1466.6185
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis training
40
Cross-validation details (33% Holdout set)