Run
8655976

Run 8655976

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 15-12-2017 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.trees826
mlr.classif.ranger(15)_mtry68
mlr.classif.ranger(15)_min.node.size23
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.739738162537105
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
0.8934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-784.02
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0928
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2118
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8708
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1418.5766
UserCPU time millis
87.52
UserCPU time millis testing
0.65
UserCPU time millis training
86.87