Run
8644655

Run 8644655

Task 9914 (Supervised Classification) wilt Uploaded 12-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees787
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size384
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.45024857444223
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1018.208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7038
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1414.0911
UserCPU time millis
10.58
UserCPU time millis testing
0.6
UserCPU time millis training
9.98