Run
8612364

Run 8612364

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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees411
mlr.classif.ranger(9)_mtry211
mlr.classif.ranger(9)_min.node.size913
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.334519738145173
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
0.7952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
453.7492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4496
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
0.7335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7329
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7329
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1848.2615
UserCPU time millis
14.592
UserCPU time millis testing
0.784
UserCPU time millis training
13.808