Run
2432890

Run 2432890

Task 58 (Supervised Classification) waveform-5000 Uploaded 23-06-2017 by Janek Thomas
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Flow

mlr.classif.qda(2)Learner mlr.classif.qda from package(s) MASS.
mlr.classif.qda(2)_openml.seed1
mlr.classif.qda(2)_openml.kindMersenne-Twister
mlr.classif.qda(2)_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
0.8833 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8442 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7666 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3935.4221 ± 9.4814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1037 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8448 ± 0.0134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8444 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8444 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2334 ± 0.0208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221 ± 0.0144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6832 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.11
UserCPU time millis testing
0.16
UserCPU time millis training
1.95