Run
507329

Run 507329

Task 3837 (Supervised Classification) hayes-roth 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
0.6507
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.8239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4746
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6671
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9635
Cross-validation details (10-fold Crossvalidation)
Recall
0.6515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2124
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.113
UserCPU time millis testing
0.012
UserCPU time millis training
0.101