Run
8760917

Run 8760917

Task 9977 (Supervised Classification) nomao Uploaded 31-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1280
mlr.classif.ranger(9)_mtry91
mlr.classif.ranger(9)_min.node.size12981
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.65721942782402
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
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16893.2711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1713.4448
UserCPU time millis
514.356
UserCPU time millis testing
6.234
UserCPU time millis training
508.122