Run
8535464

Run 8535464

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 17-11-2017 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.trees864
mlr.classif.ranger(9)_mtry38
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.809248696290888
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
608.1182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1936
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
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.4043
UserCPU time millis
30.034
UserCPU time millis testing
0.536
UserCPU time millis training
29.498