Run
8356360

Run 8356360

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.trees1769
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.642977122799493
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
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
603.5418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1982
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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6518
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.6698
UserCPU time millis
226.692
UserCPU time millis testing
5.153
UserCPU time millis training
221.539