Run
509044

Run 509044

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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.

20 Evaluation measures

Area under ROC curve
0.7209
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
238.6018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2158
Cross-validation details (10-fold Crossvalidation)
Number of instances
450
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5405
Cross-validation details (10-fold Crossvalidation)
Recall
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8514
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.767
UserCPU time millis testing
0.068
UserCPU time millis training
2.699