Run
8347074

Run 8347074

Task 145853 (Supervised Classification) madelon Uploaded 31-10-2017 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.trees280
mlr.classif.ranger(13)_mtry26
mlr.classif.ranger(13)_min.node.size84
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.465445763268508
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.1115
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7114
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8997
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.4087
UserCPU time millis
53.456
UserCPU time millis testing
2.464
UserCPU time millis training
50.992