Run
8771933

Run 8771933

Task 145854 (Supervised Classification) nomao Uploaded 03-01-2018 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.trees1402
mlr.classif.ranger(16)_mtry81
mlr.classif.ranger(16)_min.node.size30
mlr.classif.ranger(16)_sample.fraction0.604614048218355
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
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29086.9138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0673
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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3761
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.2829
UserCPU time millis
7254.354
UserCPU time millis testing
17.84
UserCPU time millis training
7236.514