Run
8719567

Run 8719567

Task 3899 (Supervised Classification) mozilla4 Uploaded 29-12-2017 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.trees1478
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size8
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.876132548204623
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
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13101.4464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9532
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1905
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.4122
UserCPU time millis
295.497
UserCPU time millis testing
9.147
UserCPU time millis training
286.35