Run
8833266

Run 8833266

Task 145854 (Supervised Classification) nomao Uploaded 25-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1128
mlr.classif.ranger(9)_mtry81
mlr.classif.ranger(9)_min.node.size23248
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.863852121285163
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15455.5212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2355
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
0.8591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.9594
UserCPU time millis
205.28
UserCPU time millis testing
4.913
UserCPU time millis training
200.367