Run
8652265

Run 8652265

Task 9977 (Supervised Classification) nomao Uploaded 15-12-2017 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.trees145
mlr.classif.ranger(15)_mtry20
mlr.classif.ranger(15)_min.node.size6888
mlr.classif.ranger(15)_sample.fraction0.679257151531056
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
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18126.535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2029
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
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8781
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1417.4528
UserCPU time millis
43.46
UserCPU time millis testing
1.06
UserCPU time millis training
42.4