Run
8681157

Run 8681157

Task 9910 (Supervised Classification) Bioresponse Uploaded 25-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1990
mlr.classif.ranger(9)_mtry1312
mlr.classif.ranger(9)_min.node.size251
mlr.classif.ranger(9)_sample.fraction0.949275628221221
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
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1422.3636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3249
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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1954.9529
UserCPU time millis
8664.076
UserCPU time millis testing
3.315
UserCPU time millis training
8660.761