Run
520234

Run 520234

Task 10100 (Supervised Classification) PieChart4 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
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
525.2041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9959
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.839
UserCPU time millis testing
0.033
UserCPU time millis training
4.806