Run
8756881

Run 8756881

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 30-12-2017 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.trees140
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size30
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.704515418899246
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
548.0052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2265
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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1746.4135
UserCPU time millis
1.451
UserCPU time millis testing
0.081
UserCPU time millis training
1.37