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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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How to use a GreatAI service
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How to use LargeFile
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None
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Scraping
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Reference
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GreatAI reference
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Explainable Naive Bayes
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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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Train a domain classifier on the semantic scholar dataset
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Train a domain classifier on the semantic scholar dataset
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Load data that has been extracted in part 1
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<a href="#optimise-and-train-multinomial-naive-bayes-classifier" class="md-nav__link">
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Optimise and train Multinomial Naive Bayes classifier
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Export the model using GreatAI
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Next: Part 3
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<li class="md-nav__item">
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<a href="../deploy/" 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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<a href="../../../explanation/" class="md-nav__link">
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@ -1668,10 +1933,10 @@ y = [domain for d in data for domain in d.feedback]</div>
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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 14:50:29,879 | 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 14:50:29,880 | 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 14:50:29,880 | 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 14:50:29,881 | 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 14:50:29,881 | INFO | Settings: configured ✅</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:50:29,882 | INFO | 🔩 tracing_database: MongodbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:50:29,882 | INFO | 🔩 tracing_database: MongoDbDriver</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:50:29,883 | INFO | 🔩 large_file_implementation: LargeFileMongo</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:50:29,883 | INFO | 🔩 is_production: False</span>
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<span style="color: rgb(0,175,255)">2022-06-25 14:50:29,884 | INFO | 🔩 should_log_exception_stack: True</span>
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@ -2598,6 +2863,42 @@ save_model(classifier, key="small-domain-prediction", keep_last_n=5)</div>
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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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Train a domain classifier on the semantic scholar dataset
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@ -33,10 +33,10 @@
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"output_type": "stream",
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"text": [
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"\u001b[38;5;226m2022-06-25 14:50:29,879 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,880 | 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 14:50:29,880 | 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 14:50:29,881 | 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 14:50:29,881 | INFO | Settings: configured ✅\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,882 | INFO | 🔩 tracing_database: MongodbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,882 | INFO | 🔩 tracing_database: MongoDbDriver\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,883 | INFO | 🔩 large_file_implementation: LargeFileMongo\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,883 | INFO | 🔩 is_production: False\u001b[0m\n",
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"\u001b[38;5;39m2022-06-25 14:50:29,884 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n",
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