Run
8689571

Run 8689571

Task 145677 (Supervised Classification) Bioresponse Uploaded 26-12-2017 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.trees443
mlr.classif.ranger(9)_mtry1500
mlr.classif.ranger(9)_min.node.size50
mlr.classif.ranger(9)_sample.fraction0.748574673524126
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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1536.9736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3096
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
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.5925
UserCPU time millis
2574.552
UserCPU time millis testing
1.433
UserCPU time millis training
2573.119