Run
510569

Run 510569

Task 3695 (Supervised Classification) fri_c2_250_10 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.7132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.212
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4633
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9468
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.173
UserCPU time millis testing
0.013
UserCPU time millis training
0.16