Run
537876

Run 537876

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_ntree345
classif.randomForest(43)_mtry50
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
0.8228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
296.4683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0653
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7636
Cross-validation details (10-fold Crossvalidation)