Run
572318

Run 572318

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

classif.lda(14)Learner classif.lda from package(s) MASS.
classif.lda(14)_openml.seed1
classif.lda(14)_openml.kindMersenne-Twister
classif.lda(14)_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
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13031.852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0186
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
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5457
Cross-validation details (10-fold Crossvalidation)
Recall
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3684
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.824
UserCPU time millis testing
0.216
UserCPU time millis training
15.608