Run
8685170

Run 8685170

Task 145677 (Supervised Classification) Bioresponse Uploaded 25-12-2017 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.trees547
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size403
mlr.classif.ranger(9)_sample.fraction0.666664016759023
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
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
516.056
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4422
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
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4535
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9102
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2148.4797
UserCPU time millis
11.392
UserCPU time millis testing
1.202
UserCPU time millis training
10.19