Run
8600243

Run 8600243

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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees245
mlr.classif.ranger(9)_mtry364
mlr.classif.ranger(9)_min.node.size642
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.977535861008801
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
0.7449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
485.5674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4184
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
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9049
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.8123
UserCPU time millis
46.128
UserCPU time millis testing
0.34
UserCPU time millis training
45.788