Run
572894

Run 572894

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 14-05-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(4)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(4)_openml.seed1
classif.sparseLDA(4)_openml.kindMersenne-Twister
classif.sparseLDA(4)_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
0.7137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5352
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1746.3786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9106
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8615
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
171940.211
UserCPU time millis testing
0.567
UserCPU time millis training
171939.644