Run
8259449

Run 8259449

Task 3918 (Supervised Classification) pc1 Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1290
mlr.classif.ranger(9)_mtry20
mlr.classif.ranger(9)_min.node.size11
mlr.classif.ranger(9)_sample.fraction0.544439296866767
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
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3347
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-357.812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1061
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8938
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.839
UserCPU time millis
11.927
UserCPU time millis testing
0.615
UserCPU time millis training
11.312