Run
8693806

Run 8693806

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees88
mlr.classif.ranger(16)_mtry19
mlr.classif.ranger(16)_min.node.size206
mlr.classif.ranger(16)_sample.fraction0.733475093008019
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8884
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27482.0619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0874
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
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.0163
UserCPU time millis
109.457
UserCPU time millis testing
1.265
UserCPU time millis training
108.192