Run
8350141

Run 8350141

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1212
mlr.classif.ranger(13)_mtry32
mlr.classif.ranger(13)_min.node.size174
mlr.classif.ranger(13)_sample.fraction0.111835718550719
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25539.454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1111
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
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4816
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1207.7147
UserCPU time millis
1444.899
UserCPU time millis testing
54.438
UserCPU time millis training
1390.461