Run
8647512

Run 8647512

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-12-2017 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.trees1991
mlr.classif.ranger(15)_mtry1095
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.180228044395335
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
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1456.8004
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3215
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
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6477
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1477.3541
UserCPU time millis
4029.23
UserCPU time millis testing
3.8
UserCPU time millis training
4025.43