Run
519279

Run 519279

Task 9927 (Supervised Classification) volcanoes-b1 Uploaded 04-02-2016 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
0.6576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2523.4737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10176
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2974
Cross-validation details (10-fold Crossvalidation)
Recall
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.973
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.279
UserCPU time millis testing
0.589
UserCPU time millis training
35.69