Run
8791597

Run 8791597

Task 145854 (Supervised Classification) nomao Uploaded 16-01-2018 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.trees1260
mlr.classif.ranger(16)_mtry86
mlr.classif.ranger(16)_min.node.size237
mlr.classif.ranger(16)_sample.fraction0.426444753981195
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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27124.5682
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0909
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
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9486
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4413
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.9174
UserCPU time millis
3824.527
UserCPU time millis testing
12.468
UserCPU time millis training
3812.059