Run
7932754

Run 7932754

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)_mtry7
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
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2008.9328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0424
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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4883
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.937
UserCPU time millis testing
1.301
UserCPU time millis training
9.636