Run
8131661

Run 8131661

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees629
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size32
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.844123384123668
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.2836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3494
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
0.6385
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
0.8541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.6447
UserCPU time millis
1.716
UserCPU time millis testing
0.262
UserCPU time millis training
1.454