Run
8782559

Run 8782559

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 08-01-2018 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.trees1456
mlr.classif.ranger(16)_mtry15
mlr.classif.ranger(16)_min.node.size54
mlr.classif.ranger(16)_sample.fraction0.493693736684509
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
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
485.4651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.255
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
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.6448
UserCPU time millis
9.656
UserCPU time millis testing
0.521
UserCPU time millis training
9.135