Run
520996

Run 520996

Task 3858 (Supervised Classification) mfeat-zernike 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
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
836.5338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0785
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10-fold Crossvalidation)
Recall
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9339
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.38
UserCPU time millis testing
0.029
UserCPU time millis training
7.351