Run
8691917

Run 8691917

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees330
mlr.classif.ranger(16)_mtry24
mlr.classif.ranger(16)_min.node.size15969
mlr.classif.ranger(16)_sample.fraction0.812832166929729
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
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15561.2124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2356
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5774
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6865
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.6673
UserCPU time millis
63.452
UserCPU time millis testing
1.701
UserCPU time millis training
61.751