Run
539636

Run 539636

Task 9962 (Supervised Classification) seeds 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)_ntree56
classif.randomForest(54)_mtry26
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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.2021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0413
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4309
Cross-validation details (10-fold Crossvalidation)