Fix Description mismatch with code.

reachtarunhere · reachtarunhere · commit 6f8ed98072a1 · 2016-07-01T14:04:09.000+05:30
diff --git a/probability.ipynb b/probability.ipynb
@@ -322,7 +322,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let us assume we want to find **P(Toothache=True)**. This can be obtained by marginalization (**Equation 13.6**). We can use **enumerate_joint** to solve for this by taking Cavity=True as our evidence. **enumerate_joint** will return the sum of probabilities consistent with evidence i.e. Marginal Probability."
+    "Let us assume we want to find **P(Toothache=True)**. This can be obtained by marginalization (**Equation 13.6**). We can use **enumerate_joint** to solve for this by taking Toothache=True as our evidence. **enumerate_joint** will return the sum of probabilities consistent with evidence i.e. Marginal Probability."
    ]
   },
   {
@@ -343,7 +343,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "You can verify that result from the row in our definition. We can use the same function to find more complex probabilities like **P(Cavity=True and Toothache=True)** "
+    "You can verify the result from our definition of the full joint distribution. We can use the same function to find more complex probabilities like **P(Cavity=True and Toothache=True)** "
    ]
   },
   {

Original file line number	Diff line number	Diff line change
`@@ -322,7 +322,7 @@`
`322`	`322`	`"cell_type": "markdown",`
`323`	`323`	`"metadata": {},`
`324`	`324`	`"source": [`
`325`		`- "Let us assume we want to find P(Toothache=True). This can be obtained by marginalization (Equation 13.6). We can use enumerate_joint to solve for this by taking Cavity=True as our evidence. enumerate_joint will return the sum of probabilities consistent with evidence i.e. Marginal Probability."`
	`325`	`+ "Let us assume we want to find P(Toothache=True). This can be obtained by marginalization (Equation 13.6). We can use enumerate_joint to solve for this by taking Toothache=True as our evidence. enumerate_joint will return the sum of probabilities consistent with evidence i.e. Marginal Probability."`
`326`	`326`	`]`
`327`	`327`	`},`
`328`	`328`	`{`
`@@ -343,7 +343,7 @@`
`343`	`343`	`"cell_type": "markdown",`
`344`	`344`	`"metadata": {},`
`345`	`345`	`"source": [`
`346`		`- "You can verify that result from the row in our definition. We can use the same function to find more complex probabilities like P(Cavity=True and Toothache=True) "`
	`346`	`+ "You can verify the result from our definition of the full joint distribution. We can use the same function to find more complex probabilities like P(Cavity=True and Toothache=True) "`
`347`	`347`	`]`
`348`	`348`	`},`
`349`	`349`	`{`