Run
3739061

Run 3739061

Task 145854 (Supervised Classification) nomao Uploaded 03-07-2017 by OpenML_Bot R
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  • AzureBot20 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees24
mlr.classif.ranger(13)_mtry114
mlr.classif.ranger(13)_sample.fraction0.716846538730897
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
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29603.3413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.1562
UserCPU time millis
617.768
UserCPU time millis testing
4.384
UserCPU time millis training
613.384