Run
515124

Run 515124

Task 3690 (Supervised Classification) boston_corrected 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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
383.508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.493
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9899
Cross-validation details (10-fold Crossvalidation)
Recall
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6936
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.996
UserCPU time millis testing
0.087
UserCPU time millis training
0.909