Run
8628845

Run 8628845

Task 145854 (Supervised Classification) nomao Uploaded 09-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees876
mlr.classif.ranger(16)_mtry30
mlr.classif.ranger(16)_min.node.size506
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.460268831229769
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25968.6116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1049
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
0.9392
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.47
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.4279
UserCPU time millis
1043.793
UserCPU time millis testing
9.43
UserCPU time millis training
1034.363