Run
8351857

Run 8351857

Task 145854 (Supervised Classification) nomao Uploaded 31-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees364
mlr.classif.ranger(13)_mtry31
mlr.classif.ranger(13)_min.node.size122
mlr.classif.ranger(13)_sample.fraction0.44976650478784
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
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27686.0915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0846
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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4179
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.7866
UserCPU time millis
1424.317
UserCPU time millis testing
20.444
UserCPU time millis training
1403.873