Run
8039437

Run 8039437

Task 145839 (Supervised Classification) climate-model-simulation-crashes Uploaded 17-10-2017 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.trees647
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size8
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.34598651570268
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
0.8032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-218.437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.2987
UserCPU time millis
2.779
UserCPU time millis testing
0.123
UserCPU time millis training
2.656