Run
8652216

Run 8652216

Task 125923 (Supervised Classification) Australian Uploaded 15-12-2017 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.trees254
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size174
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.652356161689386
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
352.6389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2632
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8536
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6629
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1221.3317
UserCPU time millis
0.439
UserCPU time millis testing
0.069
UserCPU time millis training
0.37