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"output_type": "stream",
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"text": [
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"\u001b[38;5;226m2022-06-25 14:57:20,629 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongoDbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,630 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | Settings: configured ✅\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | 🔩 tracing_database: MongodbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | 🔩 tracing_database: MongoDbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | 🔩 large_file_implementation: LargeFileMongo\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,632 | INFO | 🔩 is_production: False\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:57:20,633 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n",
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<li class="md-nav__item">
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<a href="../../../how-to-guides/configure-service/" class="md-nav__link">
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How to configure GreatAI
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/use-service/" class="md-nav__link">
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How to use a GreatAI service
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/handle-training-data/" class="md-nav__link">
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How to handle training data
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/large_file/" class="md-nav__link">
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How to use LargeFile
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../../../how-to-guides/call_remote.md" class="md-nav__link">
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None
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<li class="md-nav__item">
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<a href="../../../how-to-guides/scraping/" class="md-nav__link">
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Scraping
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@ -401,7 +485,7 @@
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<li class="md-nav__item">
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<a href="../../../reference/" class="md-nav__link">
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Reference
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GreatAI reference
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</a>
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@ -462,6 +546,160 @@
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<li class="md-nav__item md-nav__item--active md-nav__item--nested">
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<label class="md-nav__link" for="__nav_5">
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Examples
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Examples
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item md-nav__item--active md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_5_1" type="checkbox" id="__nav_5_1" checked>
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<label class="md-nav__link" for="__nav_5_1">
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Explainable Naive Bayes
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<nav class="md-nav" aria-label="Explainable Naive Bayes" data-md-level="2">
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Explainable Naive Bayes
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../data/" class="md-nav__link">
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Train a domain classifier on the semantic scholar dataset
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../train/" class="md-nav__link">
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Train a domain classifier on the semantic scholar dataset
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</a>
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</li>
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<label class="md-nav__link md-nav__link--active" for="__toc">
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Train a domain classifier on the semantic scholar dataset
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<span class="md-nav__icon md-icon"></span>
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</label>
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<a href="./" class="md-nav__link md-nav__link--active">
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Train a domain classifier on the semantic scholar dataset
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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Table of contents
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<a href="#check-accuracy-on-the-test-split" class="md-nav__link">
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Check accuracy on the test split
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</ul>
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</nav>
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</nav>
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</ul>
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<li class="md-nav__item">
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<a href="../../../explanation/" class="md-nav__link">
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@ -1757,10 +1995,10 @@ def get_label(
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<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
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<pre><span style="color: rgb(255,255,0)">2022-06-25 14:57:20,629 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongoDbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,630 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,631 | INFO | Settings: configured ✅</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,631 | INFO | 🔩 tracing_database: MongodbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,631 | INFO | 🔩 tracing_database: MongoDbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,631 | INFO | 🔩 large_file_implementation: LargeFileMongo</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,632 | INFO | 🔩 is_production: False</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:57:20,633 | INFO | 🔩 should_log_exception_stack: True</span>
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@ -1991,6 +2229,42 @@ class="
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<footer class="md-footer">
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<nav class="md-footer__inner md-grid" aria-label="Footer" >
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<a href="../train/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Train a domain classifier on the semantic scholar dataset" rel="prev">
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Previous
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Train a domain classifier on the semantic scholar dataset
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Next
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4Z"/></svg>
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