Unverified50% confidenceFactExact time
Negative log-odds is defined as the negative of the difference between the log probability of the correct class and the log probability of the incorrect class.
1
Sources
50%
Confidence
Long-term
Relevance
10/30/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen the prediction error is assumed to follow a Gaussian distribution with zero mean and fixed variance, taking the negative logarithm of the likelihood function and expanding it yields a leading term that is exactly in the form of mean squared error.77% similarUnverified假阳性（False Positive）指模型将负类样本（正常内容）错误预测为正类（违规内容）73% similarUnverifiedTwo's complement represents negative numbers by flipping every bit of the corresponding positive number and adding 1.72% similarUnverified困惑度是测试集上每个token平均负对数似然的指数，值越低代表模型对语料的预测越准确71% similarUnverifiedWhen aggregating across domains for negative-content items, the real-twin score contrast is near zero (+0.077, confidence interval [-0.057, +0.204]) and statistically indistinguishable from zero.70% similar
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