Run
8652088

Run 8652088

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.trees1067
mlr.classif.ranger(15)_mtry15
mlr.classif.ranger(15)_min.node.size8569
mlr.classif.ranger(15)_sample.fraction0.650780696235597
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
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6994
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16840.847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2197
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
0.8773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6547
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1550.4619
UserCPU time millis
156.92
UserCPU time millis testing
5.96
UserCPU time millis training
150.96