Run
172753

Run 172753

Task 4279 (Supervised Classification) rmftsa_sleepdata Uploaded 21-02-2015 by Jan van Rijn
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Flow

weka.Ridor(3)Weka implementation of Ridor
weka.Ridor(3)_F3
weka.Ridor(3)_S1
weka.Ridor(3)_N2.0

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
0.6332
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4668
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2556
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
3127.1799
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2573
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
0.4625
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4854
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4854
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7322
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
0.5073
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2103
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1341.2341
UserCPU time millis
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10 times 10-fold Crossvalidation)