Run
8775289

Run 8775289

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1664
mlr.classif.ranger(16)_mtry25
mlr.classif.ranger(16)_min.node.size499
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.656024959683418
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.4498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3578
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
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.8629
UserCPU time millis
3.845
UserCPU time millis testing
0.336
UserCPU time millis training
3.509