Run
515797

Run 515797

Task 57 (Supervised Classification) ionosphere 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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
312.5464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4588
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.644
UserCPU time millis testing
0.106
UserCPU time millis training
0.538