Run
8595345

Run 8595345

Task 145854 (Supervised Classification) nomao Uploaded 30-11-2017 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.trees267
mlr.classif.ranger(9)_mtry88
mlr.classif.ranger(9)_min.node.size17325
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.964517909171991
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
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16935.9999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2111
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
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1751.0318
UserCPU time millis
138.534
UserCPU time millis testing
1.217
UserCPU time millis training
137.317