Run
520701

Run 520701

Task 3681 (Supervised Classification) puma8NH 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
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6504
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5327.9202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1748
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8252
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8362
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.582
UserCPU time millis testing
0.043
UserCPU time millis training
2.539