DISCOPALAffectClassification / label_taxonomy.json
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Add DISCOPALAffectClassification (5 emotions; z>=1+top-1; train/test)
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{
"n_classes": 5,
"labels": [
{
"id": 0,
"name": "Happiness",
"name_es": "Alegría",
"name_zh": "喜悦",
"source_column": "happinness"
},
{
"id": 1,
"name": "Sadness",
"name_es": "Tristeza",
"name_zh": "悲伤",
"source_column": "sadness"
},
{
"id": 2,
"name": "Anger",
"name_es": "Ira",
"name_zh": "愤怒",
"source_column": "anger"
},
{
"id": 3,
"name": "Fear",
"name_es": "Miedo",
"name_zh": "恐惧",
"source_column": "fear"
},
{
"id": 4,
"name": "Disgust",
"name_es": "Asco",
"name_zh": "厌恶",
"source_column": "disgust"
}
],
"dimensional": [
{
"name": "Valence",
"name_es": "Valencia",
"name_zh": "效价",
"source_column": "valence"
},
{
"name": "Arousal",
"name_es": "Activación",
"name_zh": "唤醒度",
"source_column": "arousal"
},
{
"name": "Concreteness",
"name_es": "Concreción",
"name_zh": "具体性",
"source_column": "concreteness"
},
{
"name": "Imageability",
"name_es": "Imaginabilidad",
"name_zh": "意象性",
"source_column": "imageability"
},
{
"name": "ContextAvailability",
"name_es": "Disponibilidad contextual",
"name_zh": "语境可得性",
"source_column": "context availability"
}
],
"binarization": {
"rule": "within-poem z>=1.0 + always include top-1",
"score_aggregation": "median of 3 expert annotators",
"score_scale": "1-4"
},
"counts": {
"train": {
"Happiness": 86,
"Sadness": 125,
"Fear": 10,
"Disgust": 30,
"Anger": 14
},
"test": {
"Happiness": 22,
"Sadness": 33,
"Disgust": 8,
"Fear": 2,
"Anger": 4
},
"all": {
"Happiness": 108,
"Sadness": 158,
"Anger": 18,
"Disgust": 38,
"Fear": 12
}
},
"split": {
"train_ratio": 0.8,
"seed": 42,
"stratify": "primary_affect"
}
}