Run
8528668

Run 8528668

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 11-11-2017 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.trees1098
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_sample.fraction0.184739452274516
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6643
Cross-validation details (10-fold Crossvalidation)
KB relative information score
492.8965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2527
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
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6934
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.4601
UserCPU time millis
3.933
UserCPU time millis testing
0.357
UserCPU time millis training
3.576