Run
8802097

Run 8802097

Task 9910 (Supervised Classification) Bioresponse Uploaded 21-01-2018 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.trees806
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size21
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.563370155217126
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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
565.1902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4369
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
0.727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.88
UserCPU time millis
24.13
UserCPU time millis testing
2.335
UserCPU time millis training
21.795