Run
520327

Run 520327

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.5353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.3043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.4209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.298
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
492.358
UserCPU time millis testing
0.042
UserCPU time millis training
492.316