Run
8650127

Run 8650127

Task 3899 (Supervised Classification) mozilla4 Uploaded 13-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1506
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size25
mlr.classif.ranger(15)_sample.fraction0.422045937692747
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12683.0546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0871
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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9467
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4293
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.5531
UserCPU time millis
214.57
UserCPU time millis testing
8.1
UserCPU time millis training
206.47