Run
519317

Run 519317

Task 9930 (Supervised Classification) volcanoes-b4 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
0.6343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2233.9947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9947
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.166
UserCPU time millis testing
0.602
UserCPU time millis training
36.564