Run
8776908

Run 8776908

Task 145853 (Supervised Classification) madelon Uploaded 05-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1426
mlr.classif.ranger(9)_mtry64
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.337526192911901
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
459.4217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8847
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1701.2975
UserCPU time millis
192.9
UserCPU time millis testing
1.89
UserCPU time millis training
191.01