Run
8784192

Run 8784192

Task 145677 (Supervised Classification) Bioresponse Uploaded 10-01-2018 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.trees571
mlr.classif.ranger(16)_mtry1325
mlr.classif.ranger(16)_min.node.size269
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.552788046677597
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1331.7014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3367
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
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6783
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8119
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1356.8509
UserCPU time millis
1989.194
UserCPU time millis testing
1.656
UserCPU time millis training
1987.538