Run
8652046

Run 8652046

Task 3 (Supervised Classification) kr-vs-kp Uploaded 14-12-2017 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.trees1823
mlr.classif.ranger(15)_mtry33
mlr.classif.ranger(15)_min.node.size53
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.162278889212757
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
0.9925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2697.5275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0841
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
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1685
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1436.452
UserCPU time millis
13.55
UserCPU time millis testing
1.12
UserCPU time millis training
12.43