Run
571585

Run 571585

Task 3561 (Supervised Classification) profb Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.lda(14)Learner classif.lda from package(s) MASS.
classif.lda(14)_openml.seed1
classif.lda(14)_openml.kindMersenne-Twister
classif.lda(14)_openml.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
0.6942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.2628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0763
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.528
UserCPU time millis testing
0.088
UserCPU time millis training
0.44