Run
508546

Run 508546

Task 3599 (Supervised Classification) machine_cpu Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.2522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.067
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5844
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.153
UserCPU time millis testing
0.036
UserCPU time millis training
0.117