Run
8853994

Run 8853994

Task 145854 (Supervised Classification) nomao Uploaded 28-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1260
mlr.classif.ranger(9)_mtry49
mlr.classif.ranger(9)_min.node.size586
mlr.classif.ranger(9)_sample.fraction0.556531063700095
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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26127.2714
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1025
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
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1760.1722
UserCPU time millis
1393.774
UserCPU time millis testing
9.639
UserCPU time millis training
1384.135