Run
522947

Run 522947

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3173.2356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4771
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.5229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.117
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6907
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.417
UserCPU time millis testing
0.062
UserCPU time millis training
10.355