Run
1815272

Run 1815272

Task 41 (Supervised Classification) soybean Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(21)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(21)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(21)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(21)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
636.9532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3884
Cross-validation details (10-fold Crossvalidation)