Run
8644305

Run 8644305

Task 145854 (Supervised Classification) nomao Uploaded 11-12-2017 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.trees385
mlr.classif.ranger(15)_mtry53
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.345968123711646
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29271.6278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0655
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
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.1584
UserCPU time millis
665.64
UserCPU time millis testing
5.98
UserCPU time millis training
659.66