Run
511501

Run 511501

Task 11 (Supervised Classification) balance-scale 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
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
444.1681
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.08
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8127
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.88
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6494
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.284
UserCPU time millis testing
0.017
UserCPU time millis training
0.267