Run
519428

Run 519428

Task 9929 (Supervised Classification) volcanoes-b3 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
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2477.869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0287
Cross-validation details (10-fold Crossvalidation)
Number of instances
10386
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2894
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1194
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.979
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
40.094
UserCPU time millis testing
0.625
UserCPU time millis training
39.469