Run
538782

Run 538782

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 22-03-2016 by Random Bot
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Flow

classif.ada(8)Learner classif.ada from package(s) ada.
classif.ada(8)_iter53
classif.ada(8)_nu0.134
classif.ada(8)_minsplit13
classif.ada(8)_xval0
classif.ada(8)_seed1
classif.ada(8)_kindMersenne-Twister
classif.ada(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
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
319.0348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0568
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
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2384
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7126
Cross-validation details (10-fold Crossvalidation)