Run
8439837

Run 8439837

Task 145854 (Supervised Classification) nomao Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1637
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size2225
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.538442012877204
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.81
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23280.7549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1437
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.5483
UserCPU time millis
2094.105
UserCPU time millis testing
53.675
UserCPU time millis training
2040.43