Run
539781

Run 539781

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost13.6
classif.svm(8)_kernellinear
classif.svm(8)_degree2
classif.svm(8)_coef00.114
classif.svm(8)_gamma0.000346
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.6929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3854
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.9688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3076
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
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1093
Cross-validation details (10-fold Crossvalidation)