Run
8708370

Run 8708370

Task 145853 (Supervised Classification) madelon Uploaded 28-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1205
mlr.classif.ranger(16)_mtry285
mlr.classif.ranger(16)_min.node.size111
mlr.classif.ranger(16)_sample.fraction0.811690635117702
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
906.0265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
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
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.697
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.3055
UserCPU time millis
1051.71
UserCPU time millis testing
1.785
UserCPU time millis training
1049.925