Run
8763557

Run 8763557

Task 145853 (Supervised Classification) madelon Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees490
mlr.classif.ranger(16)_mtry264
mlr.classif.ranger(16)_min.node.size9
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.160990300052799
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
471.6762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.425
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
0.7257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.85
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.8357
UserCPU time millis
124.367
UserCPU time millis testing
0.692
UserCPU time millis training
123.675