Run
515010

Run 515010

Task 7556 (Supervised Classification) MegaWatt1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.5212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-215.3081
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2727
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.7273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6913
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.549
UserCPU time millis testing
0.032
UserCPU time millis training
1.517