Run
540443

Run 540443

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 22-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.SGD(4)Weka implementation of SGD
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(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
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
371.9677
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.6895
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6367
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1285
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.392
UserCPU time millis
31.2002
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
31.2002
Cross-validation details (10-fold Crossvalidation)