Run
8682214

Run 8682214

Task 145854 (Supervised Classification) nomao Uploaded 25-12-2017 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.trees1425
mlr.classif.ranger(9)_mtry68
mlr.classif.ranger(9)_min.node.size10766
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.353190328134224
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
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15442.8184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2365
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
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1942.9803
UserCPU time millis
178.543
UserCPU time millis testing
6.364
UserCPU time millis training
172.179