Run
8009198

Run 8009198

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.trees210
mlr.classif.ranger(9)_mtry1254
mlr.classif.ranger(9)_min.node.size665
mlr.classif.ranger(9)_sample.fraction0.800622542365454
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
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1251.9211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
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
0.7594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8234
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1722.1338
UserCPU time millis
354.563
UserCPU time millis testing
0.98
UserCPU time millis training
353.583