Run
511355

Run 511355

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

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.2602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
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
0.4539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1466
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.799
UserCPU time millis testing
0.438
UserCPU time millis training
1.361