Run
8708431

Run 8708431

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.trees157
mlr.classif.ranger(16)_mtry94
mlr.classif.ranger(16)_min.node.size4022
mlr.classif.ranger(16)_sample.fraction0.151675926079042
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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15609.6526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2342
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
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.738
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.7605
UserCPU time millis
29.455
UserCPU time millis testing
1.886
UserCPU time millis training
27.569