OpenML
8500828

Run 8500828

Task 9971 (Supervised Classification) ilpd Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1238
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.588792027067393
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.5155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3433
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
0.6629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9349
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.1826
UserCPU time millis
5.88
UserCPU time millis testing
0.51
UserCPU time millis training
5.37