Run
8710078

Run 8710078

Task 145854 (Supervised Classification) nomao Uploaded 28-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees530
mlr.classif.ranger(16)_mtry33
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.202161151682958
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
0.9923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28794.7668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0716
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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1755
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.698
UserCPU time millis
493.148
UserCPU time millis testing
6.265
UserCPU time millis training
486.883