Run
520447

Run 520447

Task 3884 (Supervised Classification) page-blocks Uploaded 05-02-2016 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

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
0.801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2969.2851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8296
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.936
UserCPU time millis testing
0.059
UserCPU time millis training
0.877