Run
8736443

Run 8736443

Task 9910 (Supervised Classification) Bioresponse Uploaded 29-12-2017 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.trees1895
mlr.classif.ranger(9)_mtry972
mlr.classif.ranger(9)_min.node.size40
mlr.classif.ranger(9)_sample.fraction0.243673395505175
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
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1379.8562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3312
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
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1798.5961
UserCPU time millis
2682.453
UserCPU time millis testing
3.401
UserCPU time millis training
2679.052