Run
511375

Run 511375

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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.

20 Evaluation measures

Area under ROC curve
0.6168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.5554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2441
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
0.3712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6947
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1789
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.083
UserCPU time millis testing
0.1
UserCPU time millis training
1.983