Run
8785876

Run 8785876

Task 3485 (Supervised Classification) scene Uploaded 11-01-2018 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.trees1468
mlr.classif.ranger(9)_mtry280
mlr.classif.ranger(9)_min.node.size92
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.495339221204631
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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1721.7453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.714
UserCPU time millis
1117.728
UserCPU time millis testing
1.017
UserCPU time millis training
1116.711