Run
10154899

Run 10154899

Task 168861 (Supervised Classification) DRSongsLyrics Uploaded 16-03-2019 by Jan van Rijn
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Flow

weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribut e.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.t rees.REPTree)(1)Weka implementation.
weka.classifiers.trees.REPTree(2)_M["2"]
weka.classifiers.trees.REPTree(2)_V["0.001"]
weka.classifiers.trees.REPTree(2)_N["3"]
weka.classifiers.trees.REPTree(2)_S["1"]
weka.classifiers.trees.REPTree(2)_P["false"]
weka.classifiers.trees.REPTree(2)_L["-1"]
weka.classifiers.trees.REPTree(2)_I["0.0"]
weka.classifiers.trees.REPTree(2)_R["false"]
weka.classifiers.trees.REPTree(2)_output-debug-info["false"]
weka.classifiers.trees.REPTree(2)_-do-not-check-capabilities["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_C["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_R["first-last"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_V["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_W["1000"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_prune-rate["-1.0"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_T["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_I["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_N["0"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_L["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_stemmer["weka.core.stemmers.NullStemmer"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_M["1"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_O["false"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_tokenizer["weka.core.tokenizers.WordTokenizer"]
weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer)(1)_binary-dict["false"]
weka.core.tokenizers.WordTokenizer(1)_delimiters[" \r\n\t.,;:'\"()?!"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_F["weka.filters.unsupervised.attribute.StringToWordVector"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_doNotCheckForModifiedClassAttribute["false"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_S["1"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_W["weka.classifiers.trees.REPTree"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_output-debug-info["false"]
weka.classifiers.meta.FilteredClassifier(weka.filters.unsupervised.attribute.StringToWordVector(weka.core.tokenizers.WordTokenizer),weka.classifiers.trees.REPTree)(1)_-do-not-check-capabilities["false"]

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.

18 Evaluation measures

Area under ROC curve
0.7318 ± 0.0721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6811 ± 0.0643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3631 ± 0.1276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.5914 ± 3.5851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3825 ± 0.0468
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
358
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '10.0.2', 'amd64', 'Linux', '4.15.0-46-generic']
Precision
0.6827 ± 0.0677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6816 ± 0.0638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6816 ± 0.0638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7651 ± 0.0937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.466 ± 0.0459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.932 ± 0.0918
Cross-validation details (10-fold Crossvalidation)