Run
508295

Run 508295

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.6813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.6693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.32
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.68
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1334
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.228
UserCPU time millis testing
0.025
UserCPU time millis training
0.203