Run
8505056

Run 8505056

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1581
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size19
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.17702960842289
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
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
454.5722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2686
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
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8389
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8389
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1862.8928
UserCPU time millis
4.555
UserCPU time millis testing
0.398
UserCPU time millis training
4.157