Run
8364869

Run 8364869

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1928
mlr.classif.ranger(13)_mtry31
mlr.classif.ranger(13)_min.node.size3142
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.852416738355532
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
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24429.5903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1254
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5069
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.2161
UserCPU time millis
7277.576
UserCPU time millis testing
75.921
UserCPU time millis training
7201.655