Run
8546680

Run 8546680

Task 145854 (Supervised Classification) nomao Uploaded 20-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees360
mlr.classif.ranger(9)_mtry96
mlr.classif.ranger(9)_min.node.size735
mlr.classif.ranger(9)_sample.fraction0.374246761901304
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25289.9566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.111
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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.6023
UserCPU time millis
486.818
UserCPU time millis testing
2.183
UserCPU time millis training
484.635