Run
8611494

Run 8611494

Task 145677 (Supervised Classification) Bioresponse Uploaded 03-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees927
mlr.classif.ranger(15)_mtry429
mlr.classif.ranger(15)_min.node.size588
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.267160349641927
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
710.5034
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4201
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
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1595.4742
UserCPU time millis
71.5
UserCPU time millis testing
1.12
UserCPU time millis training
70.38