Run
8478949

Run 8478949

Task 145853 (Supervised Classification) madelon Uploaded 05-11-2017 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.trees574
mlr.classif.ranger(13)_mtry18
mlr.classif.ranger(13)_min.node.size32
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.481380059174262
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
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.4286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4538
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
0.7093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7062
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9076
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9217
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.3365
UserCPU time millis
122.283
UserCPU time millis testing
3.829
UserCPU time millis training
118.454