Run
8561270

Run 8561270

Task 9889 (Supervised Classification) wilt Uploaded 26-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees945
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size156
mlr.classif.ranger(16)_sample.fraction0.399878816260025
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
526.7528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.7385
UserCPU time millis
10.463
UserCPU time millis testing
0.911
UserCPU time millis training
9.552