Run
523067

Run 523067

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.6621
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7612.5287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0325
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9122
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.382
UserCPU time millis testing
0.028
UserCPU time millis training
5.354