Run
7932980

Run 7932980

Task 3021 (Supervised Classification) sick Uploaded 26-09-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.RRF.imputed.dummied.preproc(1)Learner mlr.classif.RRF.imputed.dummied.preproc from package(s) RRF.
mlr.classif.RRF.imputed.dummied.preproc(1)_mtry16
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.553466886281967
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.RRF.imputed.dummied.preproc(1)_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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2146.092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.033
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
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2866
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5682
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.1
UserCPU time millis testing
0.386
UserCPU time millis training
33.714