Run
509873

Run 509873

Task 3622 (Supervised Classification) autoPrice 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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.1158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0692
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Number of instances
159
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9264
Cross-validation details (10-fold Crossvalidation)
Recall
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4736
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5554
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.176
UserCPU time millis testing
0.048
UserCPU time millis training
0.128