Run
8673086

Run 8673086

Task 9910 (Supervised Classification) Bioresponse Uploaded 24-12-2017 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.trees710
mlr.classif.ranger(16)_mtry1535
mlr.classif.ranger(16)_min.node.size11
mlr.classif.ranger(16)_sample.fraction0.288108609081246
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
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1495.2455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.316
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7797
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1069.0392
UserCPU time millis
4177.848
UserCPU time millis testing
3.398
UserCPU time millis training
4174.45