Run
8356556

Run 8356556

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.trees1200
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size158
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.999333932693116
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
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
420.5017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2834
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
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1242.3389
UserCPU time millis
23.523
UserCPU time millis testing
1.825
UserCPU time millis training
21.698