Run
8855959

Run 8855959

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 29-01-2018 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.trees1684
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.629065498313867
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
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
602.2989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6493
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.2531
UserCPU time millis
27.975
UserCPU time millis testing
0.838
UserCPU time millis training
27.137