Run
7968915

Run 7968915

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.trees291
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.932633806020021
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
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-163.3189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1321
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8406
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1913.6852
UserCPU time millis
2.742
UserCPU time millis testing
0.197
UserCPU time millis training
2.545