Run
8544382

Run 8544382

Task 145854 (Supervised Classification) nomao Uploaded 19-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees983
mlr.classif.ranger(9)_mtry46
mlr.classif.ranger(9)_min.node.size1584
mlr.classif.ranger(9)_sample.fraction0.78118551261723
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25320.6641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1128
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
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9357
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1719.1388
UserCPU time millis
1184.95
UserCPU time millis testing
7.456
UserCPU time millis training
1177.494