Run
523383

Run 523383

Task 9964 (Supervised Classification) semeion Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1509.259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.01
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.739
UserCPU time millis testing
2.786
UserCPU time millis training
12.953