OpenML
8356732

Run 8356732

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.trees1315
mlr.classif.ranger(13)_mtry32
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.196952018467709
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
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
533.3632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2338
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
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.678
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.3312
UserCPU time millis
58.048
UserCPU time millis testing
1.946
UserCPU time millis training
56.102