Run
572745

Run 572745

Task 3481 (Supervised Classification) isolet Uploaded 11-05-2016 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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7363.8449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3379
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34441.353
UserCPU time millis testing
3.406
UserCPU time millis training
34437.947