Run
521536

Run 521536

Task 3883 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1906.1072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.964
UserCPU time millis testing
0.283
UserCPU time millis training
2.681