From 1ee71910e63feabac81f92b1f6a26d3a6769d022 Mon Sep 17 00:00:00 2001
From: Mikolaj Rybinski <mikolaj.rybinski@id.ethz.ch>
Date: Wed, 3 Mar 2021 15:40:43 +0100
Subject: [PATCH] In classification: repeat surface plot explanation sentence
in part 2
---
06_classifiers_overview-part_2.ipynb | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
diff --git a/06_classifiers_overview-part_2.ipynb b/06_classifiers_overview-part_2.ipynb
index a9ef135..ad72235 100644
--- a/06_classifiers_overview-part_2.ipynb
+++ b/06_classifiers_overview-part_2.ipynb
@@ -65113,6 +65113,8 @@
"cell_type": "markdown",
"metadata": {},
"source": [
+ "About the plot: **the points surrounded with a circle are from the test data set** (not used for learning), all other points belong to the training data.\n",
+ "\n",
"This surface seems a bit rough on edges. One of the biggest advantages of the decision trees is interpretability of the model. Let's **inspect the model by looking at the tree that was built**:"
]
},
@@ -69038,7 +69040,7 @@
"* maximum tree depth (`max_depth`), or\n",
"* a minimum number of samples required at a node or at a leaf node (`min_samples_split`, `min_samples_leaf`), or\n",
"* an early stopping criteria based on minumum value of impurity or on minimum decrease in impurity (`min_impurity_split`, `min_impurity_decrease`),\n",
- "* ... and some more (see docs).\n"
+ "* ... and few more - see `DecisionTreeClassifier` docs.\n"
]
},
{
--
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