Run
543068

Run 543068

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 24-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats12
classif.avNNet(8)_bagTRUE
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
299.6526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0674
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
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2876
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7602
Cross-validation details (10-fold Crossvalidation)