Run
8775301

Run 8775301

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees587
mlr.classif.ranger(16)_mtry24
mlr.classif.ranger(16)_min.node.size690
mlr.classif.ranger(16)_sample.fraction0.971058255410753
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.6229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3575
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
0.7504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.301
UserCPU time millis
1.581
UserCPU time millis testing
0.135
UserCPU time millis training
1.446