Run
8566312

Run 8566312

Task 145677 (Supervised Classification) Bioresponse Uploaded 27-11-2017 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.trees1085
mlr.classif.ranger(9)_mtry1631
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.247311839694157
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
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1498.7698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3157
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
0.7936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.6625
UserCPU time millis
2688.743
UserCPU time millis testing
2.609
UserCPU time millis training
2686.134