Run
509573

Run 509573

Task 9953 (Supervised Classification) planning-relax Uploaded 27-01-2016 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
0.4923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5899
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.8594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2967
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.7033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5447
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2057
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.469
UserCPU time millis testing
0.03
UserCPU time millis training
0.439