Run
517996

Run 517996

Task 3581 (Supervised Classification) fri_c3_1000_25 Uploaded 30-01-2016 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
0.6593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
319.315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1634
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.507
UserCPU time millis testing
0.008
UserCPU time millis training
0.499