Run
8432567

Run 8432567

Task 145853 (Supervised Classification) madelon Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1974
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.517224993789569
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.1461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4781
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
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9614
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1317.4595
UserCPU time millis
370.09
UserCPU time millis testing
15.808
UserCPU time millis training
354.282