Run
2088184

Run 2088184

Task 9910 (Supervised Classification) Bioresponse Uploaded 28-04-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • mlrRandomBot referenceV1 sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(11)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(11)_num.trees2000
mlr.classif.ranger(11)_respect.unordered.factorsTRUE
mlr.classif.ranger(11)_num.threads1
mlr.classif.ranger(11)_verboseFALSE
mlr.classif.ranger(11)_openml.seed1
mlr.classif.ranger(11)_openml.kindMersenne-Twister
mlr.classif.ranger(11)_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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1456.8955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3229
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
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2072.0249
UserCPU time millis
501.79
UserCPU time millis testing
4.5
UserCPU time millis training
497.29