Run
8784177

Run 8784177

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees699
mlr.classif.ranger(16)_mtry479
mlr.classif.ranger(16)_min.node.size12
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.778545493911952
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1693.0881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2887
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
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5815
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7479
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.4299
UserCPU time millis
2796.256
UserCPU time millis testing
3.025
UserCPU time millis training
2793.231