Run
545680

Run 545680

Task 3491 (Supervised Classification) hayes-roth Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(4)_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
0.6546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.8589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1547
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.064
UserCPU time millis testing
0.016
UserCPU time millis training
0.048