Run
516920

Run 516920

Task 9938 (Supervised Classification) robot-failures-lp5 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
0.597
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3797
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1943
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.4481
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2696
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
430.456
UserCPU time millis testing
0.054
UserCPU time millis training
430.402