Run
7932727

Run 7932727

Task 3021 (Supervised Classification) sick Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger.imputed.dummied.preproc(1)Learner mlr.classif.ranger.imputed.dummied.preproc from package(s) ranger.
mlr.classif.ranger.imputed.dummied.preproc(1)_mtry2
mlr.classif.ranger.imputed.dummied.preproc(1)_respect.unordered.factorsTRUE
mlr.classif.ranger.imputed.dummied.preproc(1)_num.threads1
mlr.classif.ranger.imputed.dummied.preproc(1)_verboseFALSE
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.ranger.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.ranger.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
0.9804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
181.593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0863
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
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7777
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.27
UserCPU time millis testing
0.912
UserCPU time millis training
6.358