Run
8557970

Run 8557970

Task 145848 (Supervised Classification) ilpd Uploaded 25-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees513
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.726443156530149
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
0.7399
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.6006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3466
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
0.6609
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
0.8472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1863.4084
UserCPU time millis
1.621
UserCPU time millis testing
0.158
UserCPU time millis training
1.463