Run
8847911

Run 8847911

Task 9910 (Supervised Classification) Bioresponse Uploaded 26-01-2018 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.trees515
mlr.classif.ranger(9)_mtry1229
mlr.classif.ranger(9)_min.node.size1834
mlr.classif.ranger(9)_sample.fraction0.684676211816259
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
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7372
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4719
Cross-validation details (10-fold Crossvalidation)
KB relative information score
819.2665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4069
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
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1735.1328
UserCPU time millis
80.223
UserCPU time millis testing
0.848
UserCPU time millis training
79.375