Run
506914

Run 506914

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ada(5)Learner classif.ada from package(s) ada.
classif.ada(5)_seed1
classif.ada(5)_kindMersenne-Twister
classif.ada(5)_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
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.2717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0526
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
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9474
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5744
Cross-validation details (10-fold Crossvalidation)
Recall
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6719
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.254
UserCPU time millis testing
2.065
UserCPU time millis training
11.189