Run
8652159

Run 8652159

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1922
mlr.classif.ranger(15)_mtry79
mlr.classif.ranger(15)_min.node.size19296
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.927933171647601
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16605.3137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2177
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
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1433.6428
UserCPU time millis
640.16
UserCPU time millis testing
11.53
UserCPU time millis training
628.63