Run
542831

Run 542831

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost2.4e+04
classif.svm(9)_kernellinear
classif.svm(9)_degree5
classif.svm(9)_coef00.185
classif.svm(9)_gamma0.194
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
0.5124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.3757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2964
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.4072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2989
Cross-validation details (10-fold Crossvalidation)