Run
8801095

Run 8801095

Task 9910 (Supervised Classification) Bioresponse Uploaded 20-01-2018 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.trees80
mlr.classif.ranger(9)_mtry187
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.738322505820543
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
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1671.7195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2918
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
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.8629
UserCPU time millis
78.493
UserCPU time millis testing
1.018
UserCPU time millis training
77.475