Run
1815893

Run 1815893

Task 39 (Supervised Classification) sonar Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ksvm(4)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(4)_typespoc-svc
mlr.classif.ksvm(4)_fitFALSE
mlr.classif.ksvm(4)_openml.seed1
mlr.classif.ksvm(4)_openml.kindMersenne-Twister
mlr.classif.ksvm(4)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.149
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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7739
Cross-validation details (10-fold Crossvalidation)