Run
538503

Run 538503

Task 3607 (Supervised Classification) rmftsa_sleepdata Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost367
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree5
classif.svm(9)_coef00.376
classif.svm(9)_gamma616
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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
0.6377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
281.9633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3623
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
0.6377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2039
Cross-validation details (10-fold Crossvalidation)