Run
572331

Run 572331

Task 9986 (Supervised Classification) gas-drift Uploaded 08-05-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(5)Learner classif.mda from package(s) !mda.
classif.mda(5)_keep.fittedFALSE
classif.mda(5)_start.methodlvq
classif.mda(5)_openml.seed1
classif.mda(5)_openml.kindMersenne-Twister
classif.mda(5)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13300.8115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Number of instances
13910
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3038
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9014.356
UserCPU time millis testing
0.52
UserCPU time millis training
9013.836