Run
8361950

Run 8361950

Task 9889 (Supervised Classification) wilt Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees157
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size637
mlr.classif.ranger(13)_sample.fraction0.629374973266385
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6294
Cross-validation details (10-fold Crossvalidation)
KB relative information score
820.0839
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0645
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.2794
UserCPU time millis
10.283
UserCPU time millis testing
0.604
UserCPU time millis training
9.679