Run
7990080

Run 7990080

Task 145677 (Supervised Classification) Bioresponse Uploaded 17-10-2017 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.trees759
mlr.classif.ranger(9)_mtry379
mlr.classif.ranger(9)_min.node.size2313
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.968538399878889
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
0.7997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
633.5388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4291
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
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4453
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8938
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.6984
UserCPU time millis
66.964
UserCPU time millis testing
1.035
UserCPU time millis training
65.929