Run
8790783

Run 8790783

Task 145854 (Supervised Classification) nomao Uploaded 15-01-2018 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.trees1469
mlr.classif.ranger(16)_mtry72
mlr.classif.ranger(16)_min.node.size4482
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.970307758660056
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24359.4673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1233
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1337.0434
UserCPU time millis
3890.482
UserCPU time millis testing
10.653
UserCPU time millis training
3879.829