OpenML
8265114

Run 8265114

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1942
mlr.classif.ranger(9)_mtry23
mlr.classif.ranger(9)_min.node.size117
mlr.classif.ranger(9)_sample.fraction0.633380208909512
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2763.9768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0743
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1718
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3439
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1875.8322
UserCPU time millis
22.299
UserCPU time millis testing
1.287
UserCPU time millis training
21.012