Run
521266

Run 521266

Task 9933 (Supervised Classification) volcanoes-c1 Uploaded 06-02-2016 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
0.6327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6306.0284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0096
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0201
Cross-validation details (10-fold Crossvalidation)
Number of instances
28626
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9799
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
129.167
UserCPU time millis testing
1.931
UserCPU time millis training
127.236