Run
8248558

Run 8248558

Task 145677 (Supervised Classification) Bioresponse Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees303
mlr.classif.ranger(9)_mtry1614
mlr.classif.ranger(9)_min.node.size712
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.455391482869163
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1168.3824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3609
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
0.7545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8453
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1748.9686
UserCPU time millis
161.988
UserCPU time millis testing
0.935
UserCPU time millis training
161.053