Run
5852926

Run 5852926

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.trees1835
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.93271413273178
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
0.7417
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
66.759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3455
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
0.6611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9292
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.5127
UserCPU time millis
39.626
UserCPU time millis testing
3.079
UserCPU time millis training
36.547