Run
515189

Run 515189

Task 9937 (Supervised Classification) robot-failures-lp4 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
0.6921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.36
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.3235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2621
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7148
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1989
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
337.911
UserCPU time millis testing
0.053
UserCPU time millis training
337.858