Run
8651350

Run 8651350

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-12-2017 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.trees679
mlr.classif.ranger(16)_mtry1504
mlr.classif.ranger(16)_min.node.size1318
mlr.classif.ranger(16)_sample.fraction0.91604099846445
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
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7461
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1189.0181
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3579
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
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7491
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8407
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1182.7351
UserCPU time millis
898.204
UserCPU time millis testing
1.621
UserCPU time millis training
896.583