Run
8724632

Run 8724632

Task 9910 (Supervised Classification) Bioresponse Uploaded 29-12-2017 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.trees1214
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size68
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.870518265012652
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.9344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4686
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
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.6828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.473
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1962.7002
UserCPU time millis
18.745
UserCPU time millis testing
1.996
UserCPU time millis training
16.749