Run
8857000

Run 8857000

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 30-01-2018 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.trees1936
mlr.classif.ranger(9)_mtry20
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.929130363068543
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
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3142.3777
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
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
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0572
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.027
UserCPU time millis
33.016
UserCPU time millis testing
1.566
UserCPU time millis training
31.45