Model: bodyanats/booknlp-plus-speaker-attribution
Author: bodyanats
Tags: speaker-attribution, quote-attribution, nlp, bert, booknlp, en, dataset:PDNC, license:apache-2.0, model-index, region:us
Card metadata: language: en
license: apache-2.0
tags: speaker-attribution, quote-attribution, nlp, bert, booknlp
datasets: PDNC
metrics: accuracy, f1
best_fold: 2
best_model_path: leave-x-out/split_2/best_model.model
folds: 0: accuracy: 0.6227
f1: 0.558
model_path: leave-x-out/split_0/best_model.model
1: accuracy: 0.5427
f1: 0.4427
model_path: leave-x-out/split_1/best_model.model
2: accuracy: 0.7249
f1: 0.6852
model_path: leave-x-out/split_2/best_model.model
3: accuracy: 0.5686
f1: 0.4741
model_path: leave-x-out/split_3/best_model.model
4: accuracy: 0.568
f1: 0.5158
model_path: leave-x-out/split_4/best_model.model
model-index: name: BookNLP Speaker Attribution
results: task: type: text-classification
name: Speaker Attribution
dataset: name: PDNC (Leave-x-out)
type: custom
metrics: type: accuracy
value: 0.6054
name: Mean Test Accuracy (5-fold)
verified: no, type: f1
value: 0.5352
name: Mean Test F1 (5-fold)
verified: no, type: accuracy
value: 0.7249
name: Best Fold Test Accuracy
verified: no, type: f1
value: 0.6852
name: Best Fold Test F1
verified: no
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Created: 2025-12-04 19:23:38