Run
513823

Run 513823

Task 9925 (Supervised Classification) volcanoes-a3 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
0.6985
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.0005
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0394
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0261
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.501
UserCPU time millis testing
0.201
UserCPU time millis training
9.3