Run
8527953

Run 8527953

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 11-11-2017 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.trees1045
mlr.classif.ranger(9)_mtry29
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.620744913374074
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
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.69
Cross-validation details (10-fold Crossvalidation)
KB relative information score
602.4966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1989
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
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6516
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.784
UserCPU time millis
20.908
UserCPU time millis testing
0.479
UserCPU time millis training
20.429