Run
538129

Run 538129

Task 9928 (Supervised Classification) volcanoes-b2 Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree55
classif.randomForest(43)_mtry25
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.

17 Evaluation measures

Area under ROC curve
0.658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2379.4168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0138
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
10668
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9913
Cross-validation details (10-fold Crossvalidation)