Run
519770

Run 519770

Task 3484 (Supervised Classification) oil_spill Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.6081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0374
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
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9448
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.361
UserCPU time millis testing
0.105
UserCPU time millis training
11.256