Run
538411

Run 538411

Task 3735 (Supervised Classification) pollen Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree398
classif.randomForest(54)_mtry46
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.4899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-78
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3848
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7142
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4285
Cross-validation details (10-fold Crossvalidation)