Run
5894605

Run 5894605

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.trees608
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.472719869902357
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0945
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.9785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3548
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
0.6579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.545
UserCPU time millis
6.828
UserCPU time millis testing
0.808
UserCPU time millis training
6.02