Run
8627610

Run 8627610

Task 9910 (Supervised Classification) Bioresponse Uploaded 08-12-2017 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.trees1905
mlr.classif.ranger(16)_mtry307
mlr.classif.ranger(16)_min.node.size135
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.578344495641068
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
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7832
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1312.5796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3412
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
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.798
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.6151
UserCPU time millis
2294.88
UserCPU time millis testing
4.574
UserCPU time millis training
2290.306