Run
8631415

Run 8631415

Task 145854 (Supervised Classification) nomao Uploaded 10-12-2017 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.trees1315
mlr.classif.ranger(16)_mtry62
mlr.classif.ranger(16)_min.node.size722
mlr.classif.ranger(16)_sample.fraction0.502917945478112
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25741.2636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
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
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4817
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1450.431
UserCPU time millis
2551.052
UserCPU time millis testing
9.552
UserCPU time millis training
2541.5