Run
571891

Run 571891

Task 3021 (Supervised Classification) sick Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(9)Learner classif.rda from package(s) klaR.
classif.rda(9)_estimate.errorFALSE
classif.rda(9)_openml.seed1
classif.rda(9)_openml.kindMersenne-Twister
classif.rda(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1514.1707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9161
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
166.28
UserCPU time millis testing
0.487
UserCPU time millis training
165.793