Run
515895

Run 515895

Task 39 (Supervised Classification) sonar Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6405
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.5104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1779
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8221
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8454
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.73
UserCPU time millis testing
0.119
UserCPU time millis training
0.611