Run
8616190

Run 8616190

Task 145855 (Supervised Classification) ozone-level-8hr Uploaded 04-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1283
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size35
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.375309003423899
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-795.0985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0964
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1199.642
UserCPU time millis
27.049
UserCPU time millis testing
0.862
UserCPU time millis training
26.187