From bdf43c5e27c57b367ec938c0c3fe8cdc2375596f Mon Sep 17 00:00:00 2001
From: Audrey <audrey.ghilain@student.uclouvain.be>
Date: Thu, 25 Apr 2024 10:16:22 +0200
Subject: [PATCH] correction Jacard
---
user_based.ipynb | 14 +++++++-------
1 file changed, 7 insertions(+), 7 deletions(-)
diff --git a/user_based.ipynb b/user_based.ipynb
index 1a201c70..a1320e2d 100644
--- a/user_based.ipynb
+++ b/user_based.ipynb
@@ -677,21 +677,21 @@
"user_based_msd = KNNBasic(sim_options=sim_options_msd)\n",
"user_based_msd.fit(trainset)\n",
"\n",
- "# Initialize the model with Jaccard similarity\n",
- "sim_options_jaccard = {'name': 'jacard'}\n",
- "user_based_jaccard = KNNBasic(sim_options=sim_options_jaccard)\n",
- "user_based_jaccard.fit(trainset)\n",
+ "# Initialize the model with Jacard similarity\n",
+ "sim_options_jacard = {'name': 'jacard'}\n",
+ "user_based_jacard = KNNBasic(sim_options=sim_options_jacard)\n",
+ "user_based_jacard.fit(trainset)\n",
"\n",
"# Make predictions with each model on the test set\n",
"predictions_msd = user_based_msd.test(testset)\n",
- "predictions_jaccard = user_based_jaccard.test(testset)\n",
+ "predictions_jacard = user_based_jacard.test(testset)\n",
"\n",
"# Calculate and display the performances of the two models\n",
"rmse_msd = accuracy.rmse(predictions_msd)\n",
- "rmse_jaccard = accuracy.rmse(predictions_jaccard)\n",
+ "rmse_jacard = accuracy.rmse(predictions_jacard)\n",
"\n",
"print(\"RMSE with MSD similarity:\", rmse_msd)\n",
- "print(\"RMSE with Jaccard similarity:\", rmse_jaccard)\n"
+ "print(\"RMSE with Jacard similarity:\", rmse_jacard)\n"
]
}
],
--
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