Run
8324118

Run 8324118

Task 145854 (Supervised Classification) nomao Uploaded 30-10-2017 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.trees1665
mlr.classif.ranger(13)_mtry28
mlr.classif.ranger(13)_min.node.size64
mlr.classif.ranger(13)_sample.fraction0.782631598575972
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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28697.8222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0724
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1234.9624
UserCPU time millis
10108.807
UserCPU time millis testing
103.308
UserCPU time millis training
10005.499