Run
8645436

Run 8645436

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1048
mlr.classif.ranger(15)_mtry38
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.339341017440893
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
563.0486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2201
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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1423.8484
UserCPU time millis
15.92
UserCPU time millis testing
0.32
UserCPU time millis training
15.6