openclassroom-ai/oc-p07-sentiment-api
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

notebook change

Browse source
This commit is contained in:
Grégoire Mureau 2025-10-03 15:01:01 +02:00
parent 7b30231168
commit 192a43fa91
1 changed files with 1 additions and 89 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

90
notebooks/p07_02-notebook-modele-simple.ipynb
View file

@ -3979,95 +3979,7 @@
"id": "aGDo4_KJWxlR", "id": "aGDo4_KJWxlR",
"outputId": "0e69eea7-8493-4f2a-cd16-2154f4aee16f" "outputId": "0e69eea7-8493-4f2a-cd16-2154f4aee16f"
}, },
"outputs": [ "outputs": [],
{
"name": "stdout",
"output_type": "stream",
"text": [
"Chargement du modèle depuis le run 7d52e808227f468da7f733265280fc02...\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "91504476b2b34a9eb462a30da59a2b19",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Downloading artifacts: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "9ecc775347df487bb63a5e1b2dcc68b7",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Downloading artifacts: 0%| | 0/5 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n",
"WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n",
"WARNING:urllib3.connectionpool:Connection pool is full, discarding connection: minio-api.greg-madman-nas.duckdns.org. Connection pool size: 10\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Modèle chargé avec succès : RandomForestClassifier\n",
"Type de vectoriseur utilisé dans ce run : bow\n",
"Artefacts disponibles :\n",
" - confusion_matrix.png\n",
" - cv_results.csv\n",
" - cv_results_max_depth.png\n",
" - cv_results_min_samples_split.png\n",
" - cv_results_n_estimators.png\n",
" - roc_curve.png\n",
" - vectorizer_BoW.pkl\n",
"Vectoriseur de type BoW/CountVectorizer trouvé : vectorizer_BoW.pkl\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "91b8f1667ff54011bd98fd748a0a91c6",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Downloading artifacts: 0%| | 0/1 [00:00<?, ?it/s]"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Vectoriseur téléchargé dans : /tmp/tmpgfjoxqet/vectorizer_BoW.pkl\n",
"Vectoriseur chargé avec succès : CountVectorizer\n",
"Modèle et vectoriseur sauvegardés avec succès dans content/simple-model/best\n",
"Chemins des fichiers :\n",
" - Modèle : /content/drive/MyDrive/Colab_Notebooks/Project_7/notebooks/content/simple-model/best/RandomForestClassifier_model.pkl\n",
" - Vectoriseur : /content/drive/MyDrive/Colab_Notebooks/Project_7/notebooks/content/simple-model/best/CountVectorizer_vectorizer.pkl\n"
]
}
],
"source": [ "source": [
"# Charger et sauvegarder le meilleur modèle et son vectoriseur\n", "# Charger et sauvegarder le meilleur modèle et son vectoriseur\n",
"best_model, vectorizer = load_and_save_best_model(run_id=best_model_row['Run ID'])" "best_model, vectorizer = load_and_save_best_model(run_id=best_model_row['Run ID'])"