Run
8791898

Run 8791898

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.trees1347
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size8718
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.561640900908969
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
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14161.2698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2561
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
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.4723
UserCPU time millis
115.43
UserCPU time millis testing
8.124
UserCPU time millis training
107.306