Run
8246268

Run 8246268

Task 9889 (Supervised Classification) wilt Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees723
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size272
mlr.classif.ranger(9)_sample.fraction0.349759351555258
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
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
622.8367
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0676
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9642
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7361
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1810.4712
UserCPU time millis
6.789
UserCPU time millis testing
0.587
UserCPU time millis training
6.202