Run
8758808

Run 8758808

Task 145677 (Supervised Classification) Bioresponse Uploaded 31-12-2017 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.trees1591
mlr.classif.ranger(9)_mtry1294
mlr.classif.ranger(9)_min.node.size96
mlr.classif.ranger(9)_sample.fraction0.581152657419443
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
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5641
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1447.2098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3218
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
0.7844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1729.728
UserCPU time millis
5337.432
UserCPU time millis testing
2.768
UserCPU time millis training
5334.664