Run
8651379

Run 8651379

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-12-2017 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.trees374
mlr.classif.ranger(16)_mtry787
mlr.classif.ranger(16)_min.node.size421
mlr.classif.ranger(16)_sample.fraction0.358028131513856
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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1112.8952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3686
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7425
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.1536
UserCPU time millis
203.519
UserCPU time millis testing
1.241
UserCPU time millis training
202.278