Run
509213

Run 509213

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(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
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.3932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0589
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
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5574
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7257
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.22
UserCPU time millis testing
0.059
UserCPU time millis training
0.161