Run
8771286

Run 8771286

Task 145854 (Supervised Classification) nomao Uploaded 02-01-2018 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.trees1775
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size689
mlr.classif.ranger(9)_sample.fraction0.230820228322409
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24708.6699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1213
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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5027
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2014.7122
UserCPU time millis
433.749
UserCPU time millis testing
9.905
UserCPU time millis training
423.844