Run
515418

Run 515418

Task 3776 (Supervised Classification) fri_c2_1000_10 Uploaded 28-01-2016 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
0.7259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
433.2848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0586
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.263
UserCPU time millis testing
0.045
UserCPU time millis training
0.218