Run
517182

Run 517182

Task 9907 (Supervised Classification) autoUniv-au6-400 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.4909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.7886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.7777
Cross-validation details (10-fold Crossvalidation)
Recall
0.225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3672
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
169.765
UserCPU time millis testing
0.468
UserCPU time millis training
169.297