Run
8622599

Run 8622599

Task 145677 (Supervised Classification) Bioresponse Uploaded 07-12-2017 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.trees853
mlr.classif.ranger(9)_mtry646
mlr.classif.ranger(9)_min.node.size10
mlr.classif.ranger(9)_sample.fraction0.832967498269863
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
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1639.831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2964
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
0.8079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8081
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3749
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7526
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2014.6575
Total cost
UserCPU time millis
2390.602
UserCPU time millis testing
2.585
UserCPU time millis training
2388.017