From dcd07071bafbadba949622b87e56dc1fc8898ebf Mon Sep 17 00:00:00 2001
From: rasbt <mail@sebastianraschka.com>
Date: Thu, 1 Oct 2020 22:39:32 -0500
Subject: [PATCH] labels counts -> label counts

---
 ch03/ch03.ipynb  | 14 +++++++-------
 ch03/ch03.py     |  6 +++---
 errata/README.md |  2 ++
 3 files changed, 12 insertions(+), 10 deletions(-)

diff --git a/ch03/ch03.ipynb b/ch03/ch03.ipynb
index d0ab7ca5..e8af323a 100644
--- a/ch03/ch03.ipynb
+++ b/ch03/ch03.ipynb
@@ -210,16 +210,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Labels counts in y: [50 50 50]\n",
-      "Labels counts in y_train: [35 35 35]\n",
-      "Labels counts in y_test: [15 15 15]\n"
+      "Labels count in y: [50 50 50]\n",
+      "Labels count in y_train: [35 35 35]\n",
+      "Labels count in y_test: [15 15 15]\n"
      ]
     }
    ],
    "source": [
-    "print('Labels counts in y:', np.bincount(y))\n",
-    "print('Labels counts in y_train:', np.bincount(y_train))\n",
-    "print('Labels counts in y_test:', np.bincount(y_test))"
+    "print('Labels count in y:', np.bincount(y))\n",
+    "print('Labels count in y_train:', np.bincount(y_train))\n",
+    "print('Labels count in y_test:', np.bincount(y_test))"
    ]
   },
   {
@@ -1782,7 +1782,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.1"
+   "version": "3.8.3"
   },
   "toc": {
    "nav_menu": {},
diff --git a/ch03/ch03.py b/ch03/ch03.py
index 9235667c..fbc0e06a 100644
--- a/ch03/ch03.py
+++ b/ch03/ch03.py
@@ -103,9 +103,9 @@
 
 
 
-print('Labels counts in y:', np.bincount(y))
-print('Labels counts in y_train:', np.bincount(y_train))
-print('Labels counts in y_test:', np.bincount(y_test))
+print('Label counts in y:', np.bincount(y))
+print('Label counts in y_train:', np.bincount(y_train))
+print('Label counts in y_test:', np.bincount(y_test))
 
 
 # Standardizing the features:
diff --git a/errata/README.md b/errata/README.md
index 3c235a5f..0cef0c1a 100644
--- a/errata/README.md
+++ b/errata/README.md
@@ -16,6 +16,8 @@
 
 ## Chapter 3
 
+- pg. 55 & 56: Says `print('Labels counts ...` in code, but "labels counts" is grammatically wrong and should be "label counts."
+
 - pg. 56: The comment about the `n_iter` method can be ignored as it does not apply to recent scikit-learn versions (0.21 and newer)
 
 - pg. 84: It says "XOR gate using the `logical_or` function from NumPy, " near the bottom, but it should be `logical_xor` instead of `logical_or`