Run
8755970

Run 8755970

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 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.trees382
mlr.classif.ranger(9)_mtry87
mlr.classif.ranger(9)_min.node.size200
mlr.classif.ranger(9)_sample.fraction0.911177215375938
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
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28081.0092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0789
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
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.6625
UserCPU time millis
1506.347
UserCPU time millis testing
3.684
UserCPU time millis training
1502.663