Validation design governs reliability claims in well-log lithology prediction
Well-log lithology classification supports reservoir identification and sedimentary facies mapping in exploration wells where core data are unavailable. Published studies commonly report row-level validation scores, although field deployment requires generalization to wells absent from training. We evaluate this depl...