Run
8356521

Run 8356521

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.trees1060
mlr.classif.ranger(13)_mtry22
mlr.classif.ranger(13)_min.node.size268
mlr.classif.ranger(13)_sample.fraction0.58181907676626
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
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.1151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3315
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
0.7779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.3761
UserCPU time millis
18.612
UserCPU time millis testing
1.192
UserCPU time millis training
17.42