Run
8536973

Run 8536973

Task 145677 (Supervised Classification) Bioresponse Uploaded 17-11-2017 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.trees1462
mlr.classif.ranger(9)_mtry405
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.277999503072351
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1463.588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
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
0.8007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1832.1735
UserCPU time millis
1114.59
UserCPU time millis testing
3.662
UserCPU time millis training
1110.928