Run
8783755

Run 8783755

Task 145854 (Supervised Classification) nomao Uploaded 09-01-2018 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.trees1061
mlr.classif.ranger(16)_mtry16
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_sample.fraction0.551611567148939
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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29499.4113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0631
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
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1592
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.1083
UserCPU time millis
1139.08
UserCPU time millis testing
14.42
UserCPU time millis training
1124.66