Run
573007

Run 573007

Task 42 (Supervised Classification) haberman Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ranger(1)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(1)_num.trees100
mlr.classif.ranger(1)_num.threads1
mlr.classif.ranger(1)_verboseFALSE
mlr.classif.ranger(1)_openml.seed1
mlr.classif.ranger(1)_openml.kindMersenne-Twister
mlr.classif.ranger(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
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.3
UserCPU time millis testing
0.01
UserCPU time millis training
0.29