Run
8597671

Run 8597671

Task 145853 (Supervised Classification) madelon Uploaded 30-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees862
mlr.classif.ranger(16)_mtry369
mlr.classif.ranger(16)_min.node.size14
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.716394524904899
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1252.3035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2814
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
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.6015
UserCPU time millis
1535.894
UserCPU time millis testing
1.598
UserCPU time millis training
1534.296