Run
8709533

Run 8709533

Task 145854 (Supervised Classification) nomao Uploaded 28-12-2017 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.trees1354
mlr.classif.ranger(16)_mtry89
mlr.classif.ranger(16)_min.node.size12790
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.96197050861083
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17291.0447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2054
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
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3125
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.0472
UserCPU time millis
1886.214
UserCPU time millis testing
8.153
UserCPU time millis training
1878.061