Run
519769

Run 519769

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 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

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
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.8988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0448
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.53
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.035
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.02
UserCPU time millis testing
0.061
UserCPU time millis training
1.959