Run
521926

Run 521926

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 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
0.8054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2654.1309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2662
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1234
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.6
UserCPU time millis testing
0.051
UserCPU time millis training
6.549