Run
538007

Run 538007

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 17-03-2016 by Random Bot
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_cost1.84
classif.svm(7)_kernellinear
classif.svm(7)_coef00.568
classif.svm(7)_gamma6.67
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
391.9687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3086
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)
Precision
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6914
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6914
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.111
Cross-validation details (10-fold Crossvalidation)