Run
8530718

Run 8530718

Task 145677 (Supervised Classification) Bioresponse Uploaded 16-11-2017 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.trees1545
mlr.classif.ranger(9)_mtry336
mlr.classif.ranger(9)_min.node.size84
mlr.classif.ranger(9)_sample.fraction0.734261532407254
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
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1405.5302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3287
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
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1796.7155
UserCPU time millis
1663.124
UserCPU time millis testing
3.693
UserCPU time millis training
1659.431