Run
8798034

Run 8798034

Task 145854 (Supervised Classification) nomao Uploaded 19-01-2018 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.trees1012
mlr.classif.ranger(9)_mtry74
mlr.classif.ranger(9)_min.node.size9649
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.423204482044093
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
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15472.9102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.7615
UserCPU time millis
140.981
UserCPU time millis testing
4.58
UserCPU time millis training
136.401