Run
539111

Run 539111

Task 3859 (Supervised Classification) prnn_fglass Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree307
classif.randomForest(54)_mtry29
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
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
112.0267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9397
Cross-validation details (10-fold Crossvalidation)
Recall
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4586
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9582
Cross-validation details (10-fold Crossvalidation)