Run
8440687

Run 8440687

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 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.trees425
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.108625196083449
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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1513.4258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.577
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6893
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1298.3037
UserCPU time millis
22.669
UserCPU time millis testing
2.025
UserCPU time millis training
20.644