OpenML
8357519

Run 8357519

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees481
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size99
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.289719148399308
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
334.1751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3165
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7916
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.88
UserCPU time millis
7.016
UserCPU time millis testing
0.538
UserCPU time millis training
6.478