Run
8425754

Run 8425754

Task 145853 (Supervised Classification) madelon Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1064
mlr.classif.ranger(13)_mtry21
mlr.classif.ranger(13)_min.node.size249
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.928938762820326
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
307.2445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9074
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.1601
UserCPU time millis
158.088
UserCPU time millis testing
4.782
UserCPU time millis training
153.306