Run
8441033

Run 8441033

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1103
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size122
mlr.classif.ranger(13)_sample.fraction0.356549227260984
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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1864.8458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0442
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
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9744
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5972
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.6873
UserCPU time millis
83.661
UserCPU time millis testing
5.078
UserCPU time millis training
78.583