Run
8776920

Run 8776920

Task 145853 (Supervised Classification) madelon Uploaded 05-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1943
mlr.classif.ranger(9)_mtry292
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.537349478737451
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.69
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1102.2935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3121
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
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.36
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.72
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.6823
UserCPU time millis
1425.1
UserCPU time millis testing
2.947
UserCPU time millis training
1422.153