Run
8784165

Run 8784165

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-01-2018 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.trees313
mlr.classif.ranger(16)_mtry148
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.310729790362529
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
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1396.1784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3309
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
0.8017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.811
UserCPU time millis
159.491
UserCPU time millis testing
1.942
UserCPU time millis training
157.549