nci-technique-classifier / calibration_config.json
synapti's picture
Add calibration config with optimized thresholds
ce1c9bd verified
{
"temperature": 0.75,
"thresholds": {
"Loaded_Language": 0.3,
"Appeal_to_fear-prejudice": 0.3,
"Exaggeration,Minimisation": 0.4,
"Repetition": 0.4,
"Flag-Waving": 0.4,
"Name_Calling,Labeling": 0.1,
"Reductio_ad_hitlerum": 0.3,
"Black-and-White_Fallacy": 0.5,
"Causal_Oversimplification": 0.4,
"Whataboutism,Straw_Men,Red_Herring": 0.3,
"Straw_Man": 0.5,
"Red_Herring": 0.5,
"Doubt": 0.3,
"Appeal_to_Authority": 0.3,
"Thought-terminating_Cliches": 0.5,
"Bandwagon": 0.5,
"Slogans": 0.3,
"Obfuscation,Intentional_Vagueness,Confusion": 0.5
},
"technique_labels": [
"Loaded_Language",
"Appeal_to_fear-prejudice",
"Exaggeration,Minimisation",
"Repetition",
"Flag-Waving",
"Name_Calling,Labeling",
"Reductio_ad_hitlerum",
"Black-and-White_Fallacy",
"Causal_Oversimplification",
"Whataboutism,Straw_Men,Red_Herring",
"Straw_Man",
"Red_Herring",
"Doubt",
"Appeal_to_Authority",
"Thought-terminating_Cliches",
"Bandwagon",
"Slogans",
"Obfuscation,Intentional_Vagueness,Confusion"
],
"metrics": {
"ece": 0.009643693406628337,
"micro_f1_default": 0.7273864110045852,
"micro_f1_optimized": 0.8026315789473685,
"macro_f1_default": 0.6252123514047508,
"macro_f1_optimized": 0.6827629064362855
},
"model_id": "synapti/nci-technique-classifier",
"dataset_id": "synapti/nci-propaganda-production"
}