Run
518119

Run 518119

Task 3766 (Supervised Classification) fri_c2_1000_25 Uploaded 30-01-2016 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
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
471.9826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.258
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.742
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.742
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.082
UserCPU time millis testing
0.194
UserCPU time millis training
0.888