Run
8291414

Run 8291414

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees607
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size339
mlr.classif.ranger(13)_sample.fraction0.300709535880014
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9055
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.761
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16953.165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2304
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
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9097
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6344
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.4117
UserCPU time millis
346.354
UserCPU time millis testing
28.293
UserCPU time millis training
318.061