entity · derived
Predictive analytics
Derived node: assembled mechanically from the claims carrying predictive-analytics. A roster, not an adjudicated definition.
Every claim under this term
- 3808873-030 : The availability of big data and algorithmic analytics increasingly limits individual choice, free will and the diversity of human experiences and actions, because the more analytics are available the
- 5245185-012 : The current monitoring framework is reactive rather than proactive, because it offers no prescriptive measures such as predictive analytics or cross actor protocols that would anticipate evolving risk
- 5541658-005 : AI models applied to the European Court of Human Rights have achieved 97% accuracy in predicting case outcomes under Article 6, which the authors treat as evidence of their potential as judicial decis
- 5541658-006 : Support Vector Machine models reached 96.9% accuracy in classifying semantic biases in judicial judgments on the Chinese AI and Law dataset, outperforming Naive Bayes, multi-layer perceptron, and K-ne
- 5541658-008 : Prediction on a test set of existing judgments is not the same task as predicting outcomes for a party mid-litigation, because the precise formulation of facts used by such models emerges only once th
- 5541658-033 : Integrating multimodal data from legal proceedings, combining text with audio and video such as courtroom transcripts, oral arguments, and visual cues, will make predictive analytics more robust by ca