Run
507670

Run 507670

Task 3491 (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
0.5985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2469
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2446
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.118
UserCPU time millis testing
0.014
UserCPU time millis training
0.104