Run
518641

Run 518641

Task 9923 (Supervised Classification) volcanoes-d4 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.5215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1598.2072
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0438
Cross-validation details (10-fold Crossvalidation)
Number of instances
8654
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9422
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4187
Cross-validation details (10-fold Crossvalidation)
Recall
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1478
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0287
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
30.894
UserCPU time millis testing
0.57
UserCPU time millis training
30.324