Run
8039456

Run 8039456

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.trees762
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.996772823110223
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
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.879
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.22
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-90.7358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1276
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
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4254
Cross-validation details (10-fold Crossvalidation)
Recall
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.9124
UserCPU time millis
9.73
UserCPU time millis testing
0.28
UserCPU time millis training
9.45