Run
545792

Run 545792

Task 3586 (Supervised Classification) abalone Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2398.9669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9227
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.049
UserCPU time millis testing
0.033
UserCPU time millis training
2.016