Run
8641961

Run 8641961

Task 145853 (Supervised Classification) madelon Uploaded 11-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1883
mlr.classif.ranger(16)_mtry225
mlr.classif.ranger(16)_min.node.size351
mlr.classif.ranger(16)_sample.fraction0.382827680790797
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.9909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4447
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
0.6847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1449.347
UserCPU time millis
95.202
UserCPU time millis testing
1.275
UserCPU time millis training
93.927