Run
8357668

Run 8357668

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1453
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size304
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.531159772234969
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
233.8955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3568
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
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7977
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8535
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.2911
UserCPU time millis
13.182
UserCPU time millis testing
1.213
UserCPU time millis training
11.969