Run
511730

Run 511730

Task 3772 (Supervised Classification) chscase_census2 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
0.5342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.8798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.465
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.364
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.498
UserCPU time millis testing
0.132
UserCPU time millis training
0.366