Run
8794713

Run 8794713

Task 145677 (Supervised Classification) Bioresponse Uploaded 18-01-2018 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.trees1341
mlr.classif.ranger(16)_mtry1540
mlr.classif.ranger(16)_min.node.size386
mlr.classif.ranger(16)_sample.fraction0.533308696909808
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1295.9054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3418
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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1079.6621
UserCPU time millis
5305.055
UserCPU time millis testing
3.103
UserCPU time millis training
5301.952