OpenML
8357540

Run 8357540

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.trees1215
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.754290758282878
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
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
607.7933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1955
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
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1228.6716
UserCPU time millis
174.647
UserCPU time millis testing
3.606
UserCPU time millis training
171.041