arthur/handson-ml3
1
0
Fork 0
mirror of https://github.com/ArthurDanjou/handson-ml3.git synced 2026-01-14 12:14:36 +01:00
Code Issues Packages Projects Releases Wiki Activity

Update notebooks 1 to 8 to latest library versions (in particular Scikit-Learn 0.20)

Browse Source
This commit is contained in:
Aurélien Geron
2018-12-21 10:18:31 +08:00
parent dc16446c5f
commit b54ee1b608
8 changed files with 694 additions and 586 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
06_decision_trees.ipynb
View File

@@ -531,7 +531,7 @@
"from sklearn.model_selection import GridSearchCV\n",
"\n",
"params = {'max_leaf_nodes': list(range(2, 100)), 'min_samples_split': [2, 3, 4]}\n",
"grid_search_cv = GridSearchCV(DecisionTreeClassifier(random_state=42), params, n_jobs=-1, verbose=1)\n",
"grid_search_cv = GridSearchCV(DecisionTreeClassifier(random_state=42), params, n_jobs=-1, verbose=1, cv=3)\n",
"\n",
"grid_search_cv.fit(X_train, y_train)"
]
@@ -710,7 +710,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.5.2"
"version": "3.6.6"
},
"nav_menu": {
"height": "309px",