Run
8612670

Run 8612670

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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1613
mlr.classif.ranger(15)_mtry153
mlr.classif.ranger(15)_min.node.size96
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.828191367466934
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1348.5747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.337
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
0.7993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7864
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1512.1217
UserCPU time millis
1268.47
UserCPU time millis testing
3.6
UserCPU time millis training
1264.87