Run
8552031

Run 8552031

Task 145853 (Supervised Classification) madelon Uploaded 22-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees637
mlr.classif.ranger(15)_mtry231
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_sample.fraction0.448471657698974
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.8819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.63
Cross-validation details (10-fold Crossvalidation)
KB relative information score
807.7908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3671
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3983
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1161.0389
UserCPU time millis
405.58
UserCPU time millis testing
1.14
UserCPU time millis training
404.44