Aktualizacja materiałów

lab/01_Podstawowe_narzędzia.ipynb

@@ -2271,7 +2271,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

lab/02_Wczytywanie_i_prezentowanie_danych.ipynb

@@ -928,7 +928,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

lab/04_Reprezentacja_danych.ipynb

@@ -882,7 +882,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

lab/05_Ewaluacja.ipynb

@@ -295,7 +295,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

lab/titanic.tsv

@@ -1,4 +1,4 @@
-"Survived"	"PassengerId"	"Pclass"	"Name"	"Sex"	"Age"	"SibSp"	"Parch"	"Ticket"	"Fare"	"Cabin"	"Embarked"
+"Survived"	"PassengerId"	"Pclass"	"Name	"	"Sex"	"Age"	"SibSp"	"Parch"	"Ticket"	"Fare"	"Cabin"	"Embarked"
 0	530	2	"Hocking	 Mr. Richard George"	"male"	23	2	1	"29104"	11.5	""	"S"
 0	466	3	"Goncalves	 Mr. Manuel Estanslas"	"male"	38	0	0	"SOTON/O.Q. 3101306"	7.05	""	"S"
 0	753	3	"Vande Velde	 Mr. Johannes Joseph"	"male"	33	0	0	"345780"	9.5	""	"S"

wyk/01_Wprowadzenie.ipynb

@@ -543,7 +543,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

wyk/04_Regresja_logistyczna.ipynb

@@ -6370,7 +6370,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",

wyk/05_Metody_ewaluacji.ipynb

@@ -307,7 +307,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 24,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -329,7 +329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 25,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -348,7 +348,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 26,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -420,7 +420,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 27,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -444,7 +444,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 28,
    "metadata": {
     "slideshow": {
      "slide_type": "subslide"
@@ -468,7 +468,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 29,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -515,7 +515,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 30,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -543,7 +543,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 31,
    "metadata": {
     "slideshow": {
      "slide_type": "subslide"
@@ -573,7 +573,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 32,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -595,7 +595,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 33,
    "metadata": {
     "slideshow": {
      "slide_type": "subslide"
@@ -609,7 +609,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 34,
    "metadata": {
     "slideshow": {
      "slide_type": "notes"
@@ -629,7 +629,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 35,
    "metadata": {
     "scrolled": true,
     "slideshow": {
@@ -640,7 +640,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "e622904eeae04709aed0ad3587bd5d7a",
+       "model_id": "00f3cd62b33841aeb4201c375f7fb8db",
        "version_major": 2,
        "version_minor": 0
       },
@@ -657,7 +657,7 @@
        "<function __main__.interactive_classification(highlight)>"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 35,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1002,7 +1002,7 @@
    },
    "source": [
     "*$F_\\beta$-measure*:\n",
-    "$$ F_\\beta = \\frac{(1 + \\beta) \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{\\beta^2 \\cdot \\mbox{precision} + \\mbox{recall}} $$"
+    "$$ F_\\beta = \\frac{(1 + \\beta^2) \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{\\beta^2 \\cdot \\mbox{precision} + \\mbox{recall}} $$"
    ]
   },
   {
@@ -1014,7 +1014,7 @@
    },
    "source": [
     "Dla $\\beta = 1$ otrzymujemy:\n",
-    "$$ F_1 \\, = \\, \\frac{(1 + 1) \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{1^2 \\cdot \\mbox{precision} + \\mbox{recall}} \\, = \\, \\frac{2 \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{\\mbox{precision} + \\mbox{recall}} \\, = \\, F $$"
+    "$$ F_1 \\, = \\, \\frac{(1 + 1^2) \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{1^2 \\cdot \\mbox{precision} + \\mbox{recall}} \\, = \\, \\frac{2 \\cdot \\mbox{precision} \\cdot \\mbox{recall}}{\\mbox{precision} + \\mbox{recall}} \\, = \\, F $$"
    ]
   },
   {
@@ -1291,7 +1291,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.6"
+   "version": "3.10.12"
   },
   "livereveal": {
    "start_slideshow_at": "selected",