Run
8545040

Run 8545040

Task 145853 (Supervised Classification) madelon Uploaded 19-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees469
mlr.classif.ranger(9)_mtry488
mlr.classif.ranger(9)_min.node.size534
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.787090659374371
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
480.6035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.907
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.0413
UserCPU time millis
85.717
UserCPU time millis testing
0.431
UserCPU time millis training
85.286