Run
5855366

Run 5855366

Task 9971 (Supervised Classification) ilpd Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot11 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.trees630
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.751613891264424
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
0.7295
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
64.0454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8427
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9457
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.0798
UserCPU time millis
14.119
UserCPU time millis testing
1.009
UserCPU time millis training
13.11