Run
538534

Run 538534

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree7
classif.randomForest(50)_mtry46
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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
305.0267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0653
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Number of instances
475
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7482
Cross-validation details (10-fold Crossvalidation)