Run
8361858

Run 8361858

Task 3899 (Supervised Classification) mozilla4 Uploaded 31-10-2017 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.trees381
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.405857079196721
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12889.6653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1835
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.199
UserCPU time millis
172.273
UserCPU time millis testing
10.553
UserCPU time millis training
161.72