Run
8778353

Run 8778353

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 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.trees983
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size60
mlr.classif.ranger(16)_sample.fraction0.501971531589516
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
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24904.6016
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278
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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.3987
UserCPU time millis
292.901
UserCPU time millis testing
14.544
UserCPU time millis training
278.357