Run
8632633

Run 8632633

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.trees914
mlr.classif.ranger(16)_mtry45
mlr.classif.ranger(16)_min.node.size24803
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.951275365916081
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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15054.4059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2419
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
0.8591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1450.7326
UserCPU time millis
160.25
UserCPU time millis testing
4.871
UserCPU time millis training
155.379