390 lines
26 KiB
Plaintext
390 lines
26 KiB
Plaintext
Дата: Вс 25 окт 2026 21:02:12 MSK
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Каталог: /home/folen/homework/NLP/lab1
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Интерпретатор: python
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=== Проверка окружения ===
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Python: 3.11.2 (/home/folen/homework/NLP/lab1/.venv/bin/python)
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Каталог проекта: /home/folen/homework/NLP/lab1
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Версии библиотек:
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numpy: 2.4.6
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pandas: 3.1.0
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scipy: 1.17.1
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sklearn: 1.9.1
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nltk: 3.10.4
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matplotlib: 3.11.2
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Корпус:
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файл: /home/folen/homework/NLP/lab1/data/dialogues.csv
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SHA-256: 8946f08159daddb9d89c9d323205d4a7fb4bc617d16e300ff6c7606cb05030f7
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реплик: 2005
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персонажей: 34
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словоупотреблений: 38207
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NLTK:
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токенизатор: NLTK
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POS-теггер: доступен
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пример токенов: ['Oh', ',', 'that', "'s", 'right', '...', 'I', 'heard']
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пример POS: ['INTJ', 'PUNCT', 'DET', 'AUX', 'ADJ', 'PUNCT', 'PRON', 'VERB']
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Окружение готово.
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{"versions": {"numpy": "2.4.6", "pandas": "3.1.0", "scipy": "1.17.1", "sklearn": "1.9.1", "nltk": "3.10.4", "matplotlib": "3.11.2"}, "n_lines": 2005}
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Git commit: c131815fc7b4c941d64d9ca7c7a00ea15df20df3
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Содержимое results:
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results/ablation_stylometry_pos_lsa_20261025_185002/ablation.csv
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results/delta_20261025_201339/delta_sweep.csv
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results/length_logreg_20261025_172732/bootstrap_ci.json
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results/length_logreg_20261025_172732/confusion_matrix.csv
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results/length_logreg_20261025_172732/confusion_matrix_normalized.csv
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results/length_logreg_20261025_172732/fold_metrics.csv
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results/length_logreg_20261025_172732/fold_summary.csv
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results/length_logreg_20261025_172732/oof_predictions.csv
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results/length_logreg_20261025_172732/per_class_report.csv
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results/length_logreg_20261025_172732/pooled_metrics.csv
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results/length_logreg_20261025_172732/run_metadata.json
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results/length_logreg_20261025_172732/summary.md
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results/length_logreg_20261025_172732/top_confusions.csv
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results/logs/tune_20261025_191658.log
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results/lsa_sweep_20261025_195217/lsa_sweep.csv
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results/README.md
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results/stylometry_pos_lsa_extra_trees_20261025_201326/bootstrap_ci.json
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results/stylometry_pos_lsa_extra_trees_20261025_201326/confusion_matrix.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/fold_metrics.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/fold_summary.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/oof_predictions.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/per_class_report.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/pooled_metrics.csv
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results/stylometry_pos_lsa_extra_trees_20261025_201326/run_metadata.json
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results/stylometry_pos_lsa_extra_trees_20261025_201326/summary.md
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results/stylometry_pos_lsa_extra_trees_20261025_201326/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_192936/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_192936/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_192936/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_192936/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_193051/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193051/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_193051/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_193051/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_193207/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193207/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_193207/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_193207/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_193328/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193328/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_193328/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_193328/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_193455/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193455/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_193455/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_193455/top_confusions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/bootstrap_ci.json
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results/stylometry_pos_lsa_linear_svc_20261025_193625/confusion_matrix.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/fold_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/fold_summary.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/oof_predictions.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/per_class_report.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/pooled_metrics.csv
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results/stylometry_pos_lsa_linear_svc_20261025_193625/run_metadata.json
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results/stylometry_pos_lsa_linear_svc_20261025_193625/summary.md
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results/stylometry_pos_lsa_linear_svc_20261025_193625/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_191805/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_191805/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_191805/summary.md
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results/stylometry_pos_lsa_logreg_20261025_191805/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_191938/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_191938/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_191938/summary.md
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results/stylometry_pos_lsa_logreg_20261025_191938/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_192116/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192116/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_192116/summary.md
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results/stylometry_pos_lsa_logreg_20261025_192116/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_192311/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192311/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_192311/summary.md
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results/stylometry_pos_lsa_logreg_20261025_192311/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_192535/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192535/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_192535/summary.md
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results/stylometry_pos_lsa_logreg_20261025_192535/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_192822/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_192822/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_192822/summary.md
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results/stylometry_pos_lsa_logreg_20261025_192822/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_193844/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_193844/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_193844/summary.md
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results/stylometry_pos_lsa_logreg_20261025_193844/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_194037/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194037/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_194037/summary.md
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results/stylometry_pos_lsa_logreg_20261025_194037/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_194222/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194222/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_194222/summary.md
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results/stylometry_pos_lsa_logreg_20261025_194222/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_194415/confusion_matrix.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/confusion_matrix_normalized.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/fold_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/fold_summary.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/oof_predictions.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/per_class_report.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/pooled_metrics.csv
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results/stylometry_pos_lsa_logreg_20261025_194415/run_metadata.json
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results/stylometry_pos_lsa_logreg_20261025_194415/summary.md
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results/stylometry_pos_lsa_logreg_20261025_194415/top_confusions.csv
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results/stylometry_pos_lsa_logreg_20261025_194613/bootstrap_ci.json
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results/stylometry_pos_lsa_logreg_20261025_194613/confusion_matrix.csv
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