Run
545827

Run 545827

Task 3491 (Supervised Classification) hayes-roth Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1844
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.6313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0756
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.163
UserCPU time millis testing
0.027
UserCPU time millis training
2.136