Run
542538

Run 542538

Task 3484 (Supervised Classification) oil_spill Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree322
classif.randomForest(50)_mtry13
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.6813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
421.255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.031
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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.86
Cross-validation details (10-fold Crossvalidation)