OpenML
8652139

Run 8652139

Task 9977 (Supervised Classification) nomao Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1384
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size28720
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.955104304570705
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10813.6348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3018
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
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.4579
UserCPU time millis
54.29
UserCPU time millis testing
6.82
UserCPU time millis training
47.47