Run
8647225

Run 8647225

Task 145677 (Supervised Classification) Bioresponse Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1347
mlr.classif.ranger(15)_mtry1119
mlr.classif.ranger(15)_min.node.size190
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.856081066071056
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1462.6893
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3193
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
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1470.1622
UserCPU time millis
7370.95
UserCPU time millis testing
2.72
UserCPU time millis training
7368.23