Run
517368

Run 517368

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 29-01-2016 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
0.5524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.8618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.267
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1795
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.662
UserCPU time millis testing
0.036
UserCPU time millis training
1.626