Run
8725033

Run 8725033

Task 145854 (Supervised Classification) nomao Uploaded 29-12-2017 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.trees1633
mlr.classif.ranger(9)_mtry76
mlr.classif.ranger(9)_min.node.size551
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.297988368407823
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
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25376.6033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1107
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
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4934
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1727.6743
UserCPU time millis
3125.468
UserCPU time millis testing
17.611
UserCPU time millis training
3107.857