Run
8796732

Run 8796732

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 19-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1405
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size29
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.885391803621314
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
537.4322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2325
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
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.7227
UserCPU time millis
8.513
UserCPU time millis testing
0.57
UserCPU time millis training
7.943