Run
5855073

Run 5855073

Task 9971 (Supervised Classification) ilpd Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees846
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_sample.fraction0.264222154160962
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
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1042
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3543
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.6667
UserCPU time millis
7.271
UserCPU time millis testing
0.848
UserCPU time millis training
6.423