Run
8482286

Run 8482286

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 05-11-2017 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.trees808
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size146
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.349786724755541
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
0.8602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
295.5891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3305
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
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8179
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1195.0146
UserCPU time millis
11.043
UserCPU time millis testing
0.72
UserCPU time millis training
10.323