Run
174120

Run 174120

Task 4279 (Supervised Classification) rmftsa_sleepdata 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
0.5722
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.376
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1408
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2294.2696
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2834
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10240
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3553
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4331
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4331
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8065
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5324
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2702
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1465.2979