OpenML
2480851

Run 2480851

Task 3902 (Supervised Classification) pc4 Uploaded 24-06-2017 by OpenML_Bot R
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  • AzureBot5 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.trees1234
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_sample.fraction0.340586924483068
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
211.4019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.5141
UserCPU time millis
37.697
UserCPU time millis testing
2.188
UserCPU time millis training
35.509