Run
8612367

Run 8612367

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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1503
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size151
mlr.classif.ranger(9)_sample.fraction0.27213419508189
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
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7065
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
550.2283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4381
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
0.7087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9048
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1830.0253
UserCPU time millis
21.812
UserCPU time millis testing
1.983
UserCPU time millis training
19.829