Run
514899

Run 514899

Task 49 (Supervised Classification) tic-tac-toe 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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
920.8961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2716
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
1.292
UserCPU time millis testing
0.17
UserCPU time millis training
1.122