Run
260573

Run 260573

Task 4279 (Supervised Classification) rmftsa_sleepdata Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.5981
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.3772
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1738
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1184.9947
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3241
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
0.404
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.484
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.484
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9221
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
0.405
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9662
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1349.9741
UserCPU time millis
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10 times 10-fold Crossvalidation)