Commit a17a6b65 authored by Avzgui's avatar Avzgui
Browse files

rm useless files + fix errors in dataset

parent 8e30ff28
......@@ -79,15 +79,14 @@ public class App
// Set datasets to use
HashMap<String, MultiLabelInstances> datasets = new HashMap<>();
datasets.put("emotions", new MultiLabelInstances("../data/emotions.arff", 6)); // 72 numerical attributes and 6 labels
datasets.put("emotions", new MultiLabelInstances("../data/emotions.arff", 6)); // 72 numerical attributes and 6 labels
datasets.put("CAL500", new MultiLabelInstances("../data/CAL500.arff", 174)); // 68 numerical attributes and 174 labels
datasets.put("scene", new MultiLabelInstances("../data/scene.arff", 6)); // 294 numerical attributes and 6 labels
datasets.put("genbase", new MultiLabelInstances("../data/genbase.arff", 27)); // 1186 nominal attributes and 27 labels
datasets.put("birds", new MultiLabelInstances("../data/birds.arff", 19)); // 2 nominal and 258 numerical attributes and 19 labels
datasets.put("medical", new MultiLabelInstances("../data/medical.arff", 45)); // 1449 nominal attributes and 45 labels
datasets.put("flags", new MultiLabelInstances("../data/flags.arff", 7)); // 9 nominal and 10 numeric attributes and 7 labels
datasets.put("consultations", new MultiLabelInstances("../data/consultations.arff", 18)); // 2 nominal and 2 numeric attributes and 18 labels
datasets.put("consultations", new MultiLabelInstances("../data/consultations.arff", 18)); // 2 nominal and 2 numeric attributes and 18 labels
......@@ -150,7 +149,7 @@ public class App
learners.put("RAkEL+Ripper", new RAkEL(new LabelPowerset(new JRip()))); // Rules
learners.put("BPMLL", new BPMLL()); // neural network
learners.put("MLkNN", new MLkNN()); // k-Nearest Neighboors
learners.put("RAkEL", new RAkEL(new LabelPowerset(new SMO()))); // SVM
learners.put("RAkEL+SMO", new RAkEL(new LabelPowerset(new SMO()))); // SVM
// For each selected learner
......
<?xml version="1.0" encoding="utf-8"?>
<labels xmlns="http://mulan.sourceforge.net/labels">
<label name="Angry-Agressive"></label>
<label name="NOT-Emotion-Angry-Agressive"></label>
<label name="Emotion-Arousing-Awakening"></label>
<label name="NOT-Emotion-Arousing-Awakening"></label>
<label name="Emotion-Bizarre-Weird"></label>
<label name="NOT-Emotion-Bizarre-Weird"></label>
<label name="Emotion-Calming-Soothing"></label>
<label name="NOT-Emotion-Calming-Soothing"></label>
<label name="Emotion-Carefree-Lighthearted"></label>
<label name="NOT-Emotion-Carefree-Lighthearted"></label>
<label name="Emotion-Cheerful-Festive"></label>
<label name="NOT-Emotion-Cheerful-Festive"></label>
<label name="Emotion-Emotional-Passionate"></label>
<label name="NOT-Emotion-Emotional-Passionate"></label>
<label name="Emotion-Exciting-Thrilling"></label>
<label name="NOT-Emotion-Exciting-Thrilling"></label>
<label name="Emotion-Happy"></label>
<label name="NOT-Emotion-Happy"></label>
<label name="Emotion-Laid-back-Mellow"></label>
<label name="NOT-Emotion-Laid-back-Mellow"></label>
<label name="Emotion-Light-Playful"></label>
<label name="NOT-Emotion-Light-Playful"></label>
<label name="Emotion-Loving-Romantic"></label>
<label name="NOT-Emotion-Loving-Romantic"></label>
<label name="Emotion-Pleasant-Comfortable"></label>
<label name="NOT-Emotion-Pleasant-Comfortable"></label>
<label name="Emotion-Positive-Optimistic"></label>
<label name="NOT-Emotion-Positive-Optimistic"></label>
<label name="Emotion-Powerful-Strong"></label>
<label name="NOT-Emotion-Powerful-Strong"></label>
<label name="Emotion-Sad"></label>
<label name="NOT-Emotion-Sad"></label>
<label name="Emotion-Tender-Soft"></label>
<label name="NOT-Emotion-Tender-Soft"></label>
<label name="Emotion-Touching-Loving"></label>
<label name="NOT-Emotion-Touching-Loving"></label>
<label name="Genre--_Alternative"></label>
<label name="Genre--_Alternative_Folk"></label>
<label name="Genre--_Bebop"></label>
<label name="Genre--_Brit_Pop"></label>
<label name="Genre--_Classic_Rock"></label>
<label name="Genre--_Contemporary_Blues"></label>
<label name="Genre--_Contemporary_RandB"></label>
<label name="Genre--_Cool_Jazz"></label>
<label name="Genre--_Country_Blues"></label>
<label name="Genre--_Dance_Pop"></label>
<label name="Genre--_Electric_Blues"></label>
<label name="Genre--_Funk"></label>
<label name="Genre--_Gospel"></label>
<label name="Genre--_Metal-Hard_Rock"></label>
<label name="Genre--_Punk"></label>
<label name="Genre--_Roots_Rock"></label>
<label name="Genre--_Singer-Songwriter"></label>
<label name="Genre--_Soft_Rock"></label>
<label name="Genre--_Soul"></label>
<label name="Genre--_Swing"></label>
<label name="Genre-Bluegrass"></label>
<label name="Genre-Blues"></label>
<label name="Genre-Country"></label>
<label name="Genre-Electronica"></label>
<label name="Genre-Folk"></label>
<label name="Genre-Hip_Hop-Rap"></label>
<label name="Genre-Jazz"></label>
<label name="Genre-Pop"></label>
<label name="Genre-RandB"></label>
<label name="Genre-Rock"></label>
<label name="Genre-World"></label>
<label name="Instrument_-_Acoustic_Guitar"></label>
<label name="Instrument_-_Ambient_Sounds"></label>
<label name="Instrument_-_Backing_vocals"></label>
<label name="Instrument_-_Bass"></label>
<label name="Instrument_-_Drum_Machine"></label>
<label name="Instrument_-_Drum_Set"></label>
<label name="Instrument_-_Electric_Guitar_(clean)"></label>
<label name="Instrument_-_Electric_Guitar_(distorted)"></label>
<label name="Instrument_-_Female_Lead_Vocals"></label>
<label name="Instrument_-_Hand_Drums"></label>
<label name="Instrument_-_Harmonica"></label>
<label name="Instrument_-_Horn_Section"></label>
<label name="Instrument_-_Male_Lead_Vocals"></label>
<label name="Instrument_-_Organ"></label>
<label name="Instrument_-_Piano"></label>
<label name="Instrument_-_Samples"></label>
<label name="Instrument_-_Saxophone"></label>
<label name="Instrument_-_Sequencer"></label>
<label name="Instrument_-_String_Ensemble"></label>
<label name="Instrument_-_Synthesizer"></label>
<label name="Instrument_-_Tambourine"></label>
<label name="Instrument_-_Trombone"></label>
<label name="Instrument_-_Trumpet"></label>
<label name="Instrument_-_Violin-Fiddle"></label>
<label name="Song-Catchy-Memorable"></label>
<label name="NOT-Song-Catchy-Memorable"></label>
<label name="Song-Changing_Energy_Level"></label>
<label name="NOT-Song-Changing_Energy_Level"></label>
<label name="Song-Fast_Tempo"></label>
<label name="NOT-Song-Fast_Tempo"></label>
<label name="Song-Heavy_Beat"></label>
<label name="NOT-Song-Heavy_Beat"></label>
<label name="Song-High_Energy"></label>
<label name="NOT-Song-High_Energy"></label>
<label name="Song-Like"></label>
<label name="NOT-Song-Like"></label>
<label name="Song-Positive_Feelings"></label>
<label name="NOT-Song-Positive_Feelings"></label>
<label name="Song-Quality"></label>
<label name="NOT-Song-Quality"></label>
<label name="Song-Recommend"></label>
<label name="NOT-Song-Recommend"></label>
<label name="Song-Recorded"></label>
<label name="NOT-Song-Recorded"></label>
<label name="Song-Texture_Acoustic"></label>
<label name="Song-Texture_Electric"></label>
<label name="Song-Texture_Synthesized"></label>
<label name="Song-Tonality"></label>
<label name="NOT-Song-Tonality"></label>
<label name="Song-Very_Danceable"></label>
<label name="NOT-Song-Very_Danceable"></label>
<label name="Usage-At_a_party"></label>
<label name="Usage-At_work"></label>
<label name="Usage-Cleaning_the_house"></label>
<label name="Usage-Driving"></label>
<label name="Usage-Exercising"></label>
<label name="Usage-Getting_ready_to_go_out"></label>
<label name="Usage-Going_to_sleep"></label>
<label name="Usage-Hanging_with_friends"></label>
<label name="Usage-Intensely_Listening"></label>
<label name="Usage-Reading"></label>
<label name="Usage-Romancing"></label>
<label name="Usage-Sleeping"></label>
<label name="Usage-Studying"></label>
<label name="Usage-Waking_up"></label>
<label name="Usage-With_the_family"></label>
<label name="Vocals-Aggressive"></label>
<label name="Vocals-Altered_with_Effects"></label>
<label name="Vocals-Breathy"></label>
<label name="Vocals-Call_and_Response"></label>
<label name="Vocals-Duet"></label>
<label name="Vocals-Emotional"></label>
<label name="Vocals-Falsetto"></label>
<label name="Vocals-Gravelly"></label>
<label name="Vocals-High-pitched"></label>
<label name="Vocals-Low-pitched"></label>
<label name="Vocals-Monotone"></label>
<label name="Vocals-Rapping"></label>
<label name="Vocals-Screaming"></label>
<label name="Vocals-Spoken"></label>
<label name="Vocals-Strong"></label>
<label name="Vocals-Vocal_Harmonies"></label>
<label name="Genre-Best--_Alternative"></label>
<label name="Genre-Best--_Classic_Rock"></label>
<label name="Genre-Best--_Metal-Hard_Rock"></label>
<label name="Genre-Best--_Punk"></label>
<label name="Genre-Best--_Soft_Rock"></label>
<label name="Genre-Best--_Soul"></label>
<label name="Genre-Best-Blues"></label>
<label name="Genre-Best-Country"></label>
<label name="Genre-Best-Electronica"></label>
<label name="Genre-Best-Folk"></label>
<label name="Genre-Best-Hip_Hop-Rap"></label>
<label name="Genre-Best-Jazz"></label>
<label name="Genre-Best-Pop"></label>
<label name="Genre-Best-RandB"></label>
<label name="Genre-Best-Rock"></label>
<label name="Genre-Best-World"></label>
<label name="Instrument_-_Acoustic_Guitar-Solo"></label>
<label name="Instrument_-_Electric_Guitar_(clean)-Solo"></label>
<label name="Instrument_-_Electric_Guitar_(distorted)-Solo"></label>
<label name="Instrument_-_Female_Lead_Vocals-Solo"></label>
<label name="Instrument_-_Harmonica-Solo"></label>
<label name="Instrument_-_Male_Lead_Vocals-Solo"></label>
<label name="Instrument_-_Piano-Solo"></label>
<label name="Instrument_-_Saxophone-Solo"></label>
<label name="Instrument_-_Trumpet-Solo"></label>
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<label name="Dark-eyed Junco"></label>
<label name="Olive-sided Flycatcher"></label>
<label name="Hermit Thrush"></label>
<label name="Chestnut-backed Chickadee"></label>
<label name="Varied Thrush"></label>
<label name="Hermit Warbler"></label>
<label name="Swainson's Thrush"></label>
<label name="Hammond's Flycatcher"></label>
<label name="Western Tanager"></label>
<label name="Black-headed Grosbeak"></label>
<label name="Golden Crowned Kinglet"></label>
<label name="Warbling Vireo"></label>
<label name="MacGillivray's Warbler"></label>
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<label name="Common Nighthawk"></label>
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\ No newline at end of file
......@@ -30,7 +30,7 @@
@attribute l11 {0, 1}
@data
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......@@ -50,20 +50,20 @@ x02, 82.46, 49.68, x05, 1, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 0, 0, 0, 1, 0
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......
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