Run
1815536

Run 1815536

Task 9970 (Supervised Classification) hill-valley Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(69)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(69)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(69)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(69)_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
0.6922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1095
Cross-validation details (10-fold Crossvalidation)