Run
537865

Run 537865

Task 3778 (Supervised Classification) plasma_retinol Uploaded 17-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree18
classif.randomForest(43)_mtry22
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
0.5149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.6039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9827
Cross-validation details (10-fold Crossvalidation)
Recall
0.5365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3784
Cross-validation details (10-fold Crossvalidation)