Run
1861663

Run 1861663

Task 219 (Supervised Classification) electricity Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost73.0983436710284
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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.

17 Evaluation measures

Area under ROC curve
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15284.4937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8093
Cross-validation details (10-fold Crossvalidation)