Run
8856826

Run 8856826

Task 14966 (Supervised Classification) Bioresponse Uploaded 30-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1332
mlr.classif.ranger(9)_mtry1424
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.84185536056757
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
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8068
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1677.3296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2904
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
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1719.4241
UserCPU time millis
7981.805
UserCPU time millis testing
4.344
UserCPU time millis training
7977.461