Run
8854377

Run 8854377

Task 145853 (Supervised Classification) madelon Uploaded 28-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1465
mlr.classif.ranger(9)_mtry403
mlr.classif.ranger(9)_min.node.size89
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.260312650748529
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
588.2979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4031
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
0.7416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8655
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1756.6757
UserCPU time millis
365.658
UserCPU time millis testing
1.079
UserCPU time millis training
364.579