Run
542541

Run 542541

Task 3817 (Supervised Classification) spectrometer Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree334
classif.randomForest(50)_mtry25
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
392.3058
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6208
Cross-validation details (10-fold Crossvalidation)