Run
8753615

Run 8753615

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 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.trees1604
mlr.classif.ranger(9)_mtry80
mlr.classif.ranger(9)_min.node.size691
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.304180606454611
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25170.824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1131
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
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1753.9811
UserCPU time millis
3794.582
UserCPU time millis testing
22.091
UserCPU time millis training
3772.491