Run
8797367

Run 8797367

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.trees549
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.184802439971827
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
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
534.6987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2331
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
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.7112
UserCPU time millis
4.822
UserCPU time millis testing
0.182
UserCPU time millis training
4.64