Run
8857234

Run 8857234

Task 9977 (Supervised Classification) nomao Uploaded 30-01-2018 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.trees1015
mlr.classif.ranger(9)_mtry63
mlr.classif.ranger(9)_min.node.size1612
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.744448634749278
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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25201.9661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.113
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
0.9336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.0929
UserCPU time millis
1626.75
UserCPU time millis testing
7.735
UserCPU time millis training
1619.015