Run
508055

Run 508055

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 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
0.6716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.6902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1792
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1393
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.524
UserCPU time millis testing
0.174
UserCPU time millis training
0.35