Run
5852927

Run 5852927

Task 9971 (Supervised Classification) ilpd Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1733
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_sample.fraction0.604037245037034
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
0.7356
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.9034
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3489
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1329.168
UserCPU time millis
34.655
UserCPU time millis testing
2.408
UserCPU time millis training
32.247