Run
8736204

Run 8736204

Task 145847 (Supervised Classification) hill-valley Uploaded 29-12-2017 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.trees431
mlr.classif.ranger(9)_mtry43
mlr.classif.ranger(9)_min.node.size76
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.139947967999615
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
0.5217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.497
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.0314
UserCPU time millis
6.248
UserCPU time millis testing
0.132
UserCPU time millis training
6.116