Run
7931855

Run 7931855

Task 15 (Supervised Classification) breast-w Uploaded 15-09-2017 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.randomForest.imputed.preproc(1)Learner mlr.classif.randomForest.imputed.preproc from package(s) randomForest.
mlr.classif.randomForest.imputed.preproc(1)_openml.seed1
mlr.classif.randomForest.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.randomForest.imputed.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
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
610.8109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0619
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3481
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.251
UserCPU time millis testing
0.278
UserCPU time millis training
2.973