Run
512780

Run 512780

Task 9918 (Supervised Classification) volcanoes-e4 Uploaded 28-01-2016 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
0.5839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1947
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.5319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0348
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Number of instances
1252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9129
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0349
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.232
UserCPU time millis testing
0.41
UserCPU time millis training
7.822