Moderation-03 / evaluation /evaluation.json
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"violence_graphic": {
"n": 1447,
"TP": 21,
"FP": 147,
"TN": 1276,
"FN": 3,
"precision": 0.125,
"recall": 0.875,
"specificity": 0.8966971187631764,
"false_positive_rate": 0.10330288123682362,
"false_negative_rate": 0.125,
"accuracy": 0.8963372494816862,
"f1": 0.21875
}
}
},
"profile_projection": {
"light": {
"n": 800,
"TP": 202,
"FP": 210,
"TN": 323,
"FN": 65,
"precision": 0.49029126213592233,
"recall": 0.7565543071161048,
"specificity": 0.6060037523452158,
"false_positive_rate": 0.39399624765478425,
"false_negative_rate": 0.24344569288389514,
"accuracy": 0.65625,
"f1": 0.5949926362297496,
"excluded_unknown": 880,
"mapped_categories": [
"hate",
"sexual_minors",
"hate_threatening",
"violence_graphic"
]
},
"medium": {
"n": 859,
"TP": 493,
"FP": 196,
"TN": 141,
"FN": 29,
"precision": 0.7155297532656023,
"recall": 0.9444444444444444,
"specificity": 0.41839762611275966,
"false_positive_rate": 0.5816023738872403,
"false_negative_rate": 0.05555555555555555,
"accuracy": 0.7380675203725262,
"f1": 0.8142031379025598,
"excluded_unknown": 821,
"mapped_categories": [
"sexual",
"hate",
"violence",
"harassment",
"self_harm",
"sexual_minors",
"hate_threatening",
"violence_graphic"
]
},
"high": {
"n": 859,
"TP": 504,
"FP": 220,
"TN": 117,
"FN": 18,
"precision": 0.6961325966850829,
"recall": 0.9655172413793104,
"specificity": 0.34718100890207715,
"false_positive_rate": 0.6528189910979229,
"false_negative_rate": 0.034482758620689655,
"accuracy": 0.7229336437718277,
"f1": 0.8089887640449438,
"excluded_unknown": 821,
"mapped_categories": [
"sexual",
"hate",
"violence",
"harassment",
"self_harm",
"sexual_minors",
"hate_threatening",
"violence_graphic"
]
},
"corporate": {
"n": 859,
"TP": 505,
"FP": 222,
"TN": 115,
"FN": 17,
"precision": 0.6946354883081155,
"recall": 0.9674329501915708,
"specificity": 0.34124629080118696,
"false_positive_rate": 0.658753709198813,
"false_negative_rate": 0.032567049808429116,
"accuracy": 0.7217694994179278,
"f1": 0.8086469175340272,
"excluded_unknown": 821,
"mapped_categories": [
"sexual",
"hate",
"violence",
"harassment",
"self_harm",
"sexual_minors",
"hate_threatening",
"violence_graphic"
]
}
},
"interpretation": "Projection onto available binary benchmark categories; not gold four-level policy accuracy. Profanity and three unmapped heads excluded. Severity definitions may differ."
}
}