Run
510492

Run 510492

Task 3658 (Supervised Classification) fri_c3_250_10 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
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.7559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.268
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0387
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.238
UserCPU time millis testing
0.04
UserCPU time millis training
0.198