OCR MEI C4 2011 June — Question 6 7 marks

Exam BoardOCR MEI
ModuleC4 (Core Mathematics 4)
Year2011
SessionJune
Marks7
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicHypothesis test of binomial distributions
TypeMulti-stage or conditional testing
DifficultyModerate -0.3 This is a straightforward probability/statistics problem involving classification tables and ratios. Part (i) requires basic arithmetic to complete a 2×2 table given constraints. Parts (ii) and (iii) involve simple ratio calculations. While it requires careful reading and organization of information, the mathematical operations are elementary (multiplication, division, ratios) with no complex concepts or problem-solving insight needed. Slightly easier than average due to its routine nature, though the multi-step setup prevents it from being trivial.

A bank has detection software that can be set at two different levels, 'Mild' and 'Severe'. • When it is set at Mild, 0.1% of all transactions are queried. • When it is set at Severe 0.5% of all transactions are queried.
  1. One day the bank has 500 000 transactions. The software is set on 'Mild'. There are 480 false positives. Only \(\frac{1}{4}\) of the unauthorised transactions are queried. Complete the table. [3]
  2. What is the ratio of false positives to false negatives? [1]
  3. If the software had been set on 'Severe' for the same set of 500 000 transactions, with the total numbers of authorised and unauthorised transactions the same as in part (i) of this question, the number of false negatives would have been 5. What would the ratio of false positives to false negatives have been with this setting? [3]

Answer: Vol = vol of rev of curve + vol of rev of line
\(\text{vol of rev of curve} = \int_0^{\pi} \pi x^2 \, dy\)
\(= \int_0^{\pi} \pi \frac{y^2}{2} \, dy\)
\(= \left[\pi\frac{y^2}{4}\right]_0^{\pi}\)
\(= \pi\)
height of cone = 3 - 2 = 1
so vol of cone = 1/3 π 1² x1 = π/3
so total vol = 4π/3
AnswerMarks
M1(soi) at any stage
M1substituting \(x^2 = y/2\)
B1\(\left[\frac{x^2}{4}\right]\) even if π missing or limits incorrect or missing
A1cao
B1h=l soi
B1www cao
A1www cao
[7]for M1 need π, substitution for x², (dy soi), intention to integrate and correct limits OR \(\pi\int_3^{(3-y)^2}dy\) M1(even if expanded incorrectly) \(= \pi/3\) A1 www
Total: [7]
Question 7(i):
Answer: \(\vec{AB} = \begin{pmatrix}-4\\0\\-2\end{pmatrix}, \vec{AC} = \begin{pmatrix}-2\\4\\1\end{pmatrix}\)
AnswerMarks Guidance
\(\cos BAC = \frac{\begin{pmatrix}-4\\0\\-2\end{pmatrix} \cdot \begin{pmatrix}-2\\4\\-1\end{pmatrix}}{\vec{AB} \cdot
\(= 0.293\)
\(\Rightarrow BAC = 73.0°\)
AnswerMarks Guidance
B1B1
M1 M1dot product evaluated cos BAC= dot product / \ AB\
A10.293 or cos ABC=correct numerical expression as RHS above, or better
A1or rounds to 73.0° (accept 73° www)
[6]
condone rows substituted, ft their vectors AB, AC for method only need to see method for modulae as far as √…. use of vectors BA and CA could obtain B0 B0 M1 M1 A1 A1
Total: [6]
Question 7(ii):
Answer: A: \(x + y - 2z + d = 2 - 6 + d = 0\)
\(\Rightarrow d = 4\)
B: \(-2 + 0 - 2x1 + 4 = 0\) ✓
C: \(0 + 4 - 2x4 + 4 = 0\) ✓
Normal \(\vec{n} = \begin{pmatrix}1\\1\\-2\end{pmatrix}\)
\(\vec{n} \begin{pmatrix}0\\0\\1\end{pmatrix} = \frac{-2}{\sqrt{6}} = \cos\theta\)
\(\Rightarrow \theta = 144.7°\)
\(\Rightarrow\) acute angle = 35.3°
AnswerMarks
M1substituting one point evaluating for other two points
DM1
A1\(d = 4\) www
B1stated or used as normal anywhere in part (ii)
M1finding angle between normal vector and k allow ±2/√6 or 144.7° for A1
A1
A1or rounds to 35.3° [7]
alternatively, finding the equation of the plane using any valid method (eg from vector equation, M1 A1 for using valid equation and eliminating both parameters, A1 for required form, or using vector cross product to get x+y-2z = oe M1 A1,finding c and required form, A1, or showing that two vectors in the plane are perpendicular to normal vector M1 A1 and finding d, A1) oe do not need to find 144.7° explicitly (or 0.615 radians)
Total: [7]
Question 7(iii):
Answer: At D, \(-2 + 0 - 2k + 4 = 0\)
\(\Rightarrow 2k = 6, k = 3*\)
\(\vec{CD} = \begin{pmatrix}-2\\0\\-1\end{pmatrix} = \frac{1}{2}\vec{AB}\)
\(\Rightarrow\) CD is parallel to AB
\(CD : AB = 1 : 2\)
allow \(CD:AB=1/2, \sqrt{5}:\sqrt{20}\) oe, AB is twice CD oe
AnswerMarks
M1substituting into plane equation
A1AG
M1finding vector CD (or vector DC)
A1or DC parallel to AB or BA oe (or hence two parallel sides, if clear) but A0 if their vector CD is vector DC for B1 allow vector CD used as vector DC
B1mark final answer www allow CD:AB=1/2, √5:√20 oe, AB is twice CD oe
[5]
Total: [5]
Question 8(i):
Answer: \(\frac{dV}{dt} = -kx\)
\(V = \frac{1}{3}x^3 \Rightarrow \frac{dV}{dx} = x^2\)
\(\frac{dV}{dt} = \frac{dV}{dx} \cdot \frac{dx}{dt} = x^2 \cdot \frac{dx}{dt}\)
\(\Rightarrow x^2 \frac{dx}{dt} = -kx\)
\(\Rightarrow x\frac{dx}{dt} = -k\) *
AnswerMarks
B1
M1oe eg dv/dt=dx /dV . dV/dt; dV/dt = 1/x² . -kx = -k/x
A1AG [3]
Total: [3]
Question 8(ii):
Answer: \(x\frac{dx}{dt} = -k \Rightarrow \int x \, dx = \int -k \, dt\)
\(\Rightarrow \frac{1}{2}x^2 = -kt + c\)
When \(t = 0, x = 10 \Rightarrow 50 = c\)
\(\Rightarrow \frac{1}{2}x^2 = 50 - kt\)
\(\Rightarrow x = \sqrt{(100 - 2kt)}\) *
AnswerMarks
M1separating variables and intention to integrate
A1condone absence of c
B1finding c correctly ft their integral of form ax²= bt+c where a,b non zero constants
A1AG [4]
Total: [4]
Question 8(iii):
Answer: When \(t = 50, x = 0\)
\(\Rightarrow 0 = 100 - 100 k \Rightarrow k = 1\)
AnswerMarks
M1
A1[2]
Total: [2]
Question 8(iv):
Answer: \(\frac{dV}{dt} = 1 - kx = 1 - x\)
\(\Rightarrow x^2 \frac{dx}{dt} = 1 - x\)
\(\Rightarrow \frac{dx}{dt} = \frac{1-x}{x^2}\) *
AnswerMarks
M1for dV/dt= 1-kx or better
A1AG [2]
Total: [2]
Question 8(v):
Answer: \(\frac{1}{1-x} - x - 1 = \frac{1-(1-x)x-(1-x)}{1-x}\)
\(= \frac{1-x+x^2-1+x}{x^2} = \frac{x^2}{1-x}\) *
\(\int \frac{x^2}{1-x} \, dx = \int dt \Rightarrow \int\left(\frac{1}{1-x} - x - 1\right) dx = t + c\)
\(\Rightarrow -\ln(1-x) - \frac{1}{2}x^2 - x = t + c\)
When \(t = 0, x = 0 \Rightarrow c = -\ln 1 - 0 - 0 = 0\)
\(\Rightarrow t = \ln\left(\frac{1}{1-x}\right) + \frac{1}{2}x^2 - x\) *
AnswerMarks Guidance
M1combining to single fraction
A1AG
M1separating variables & subst for x²/(1-x) and intending separating variables & subst for x²/(1-x) and intending
A1condone absence of c finding c for equation of correct form
B1accept ln(1/(1-x)) as -ln(1-x) www ie aln(1-x)+bx²+dx=et + c,a,b,d,e non zero constants
A1[6] cao AG do not allow if c=0 without evaluation
Total: [6]
Question 8(vi):
Answer: understanding that ln(1/0) or 1/0 is undefined oe
AnswerMarks
B1www
[1]In ln (1/0) = ln 0, 1/0 = ∞ and ln (1/0) = ∞ are all B0
Total: [1]
Question 1 (4754B):
Answer: \(\frac{16}{250} = 6.4\%\) or \(\frac{16}{250} \times 100 = 6.4\) *
AnswerMarks
B1or 250-(64+170) =6.4% oe
[1]need evaluation
Total: [1]
Question 2 (4754B):
Part (i):
Answer: The smallest possible PIN that does not begin with zero is 1000 and the largest is 9999, giving 9000.
However the 9 numbers 1111, 2222, … 9999 are disallowed.
The other disallowed numbers are 1234, 2345, … 6789 (6 numbers)
And 8876, 8765, … 3210 (7 numbers).
So, in all, there are 9000 – (9 + 6 + 7) = 8978 possible PINs
AnswerMarks
M1from a correct starting point (eg 10,000 or 9000), clear attempt to eliminate (or not include) numbers starting with 0 clear attempt to eliminate all three of these categories (with approx correct values in each category)
M1
A1SC 8978 www B3
All(1) for M1 (no 0 start). nos starting with 1,2,7,8,9 give 1000-2, nos starting with 3,4,5,6 give 1000-3 =5(900-2, nos starting with 1,2,7,8,9 give 1000-2, nos starting with 3,4,5,6 give 1000-3 =5(900-2+4(1000-3)=8978 M1,A1 or2) eg starting with1, 1,not2,any,any+1,2,not3,any +1,2,3,not4 =900+90+9=999-(1111term)=998 can lead to 5(900+90+9-1)=4990 oe
[3]if unclear, M0 M marks not dependent SC 8978 www B3
Part (ii):
Answer: \(\frac{6,700,000,000}{8978} = 746,269\)
The average is about 750,000.
AnswerMarks
M1ft from (i)
A1ft
[2]accept 2sf (or 1sf) only for A1
Total: [5]
Question 3 (4754B):
Answer: [Venn diagram showing]:
- Left circle (no breaches): 8
- Intersection: 1
- Right circle (breaches): 2
- Total: 11, All correct
AnswerMarks
M1numbers total 11
A1all correct
[2]
Total: [2]
Question 4 (4754B):
Answer: 100,000 transactions from 80 people over 3½ years with 365 days per year
\(\frac{100,000}{(80 \times 3.5 \times 365)} (= 0.978...)\)
Approximately 1 transaction per person per day
AnswerMarks
M1
A1cao
[2]allow approximate number of days in a year eg 360 for M1 A1
Total: [2]
Question 5 (4754B):
Answer: Allow any one of the following for 1 mark
- An attack can happen without a breach of the card's security.
- The probabilities that a successful attack followed or did not follow a breach of card security are so close that a court would look for other evidence before reaching a decision.
- In many cases of unauthorised withdrawals the banks refund the money.
- The banks' software does not detect all the attacks that occur.
AnswerMarks
B1only accept versions of these statements
[1]
Total: [1]
Question 6 (4754B):
Part (i):
AnswerMarks Guidance
TransactionsAuthorised Unauthorised
Queried480 20
Not queried499,460 40
Total499,940 60
B1for top row 480, 20, 500
B2all five other entries correct
[3](500,000 is given) allow B1 for three or four correct from 499460,40,499500,499940,60
Total: [3]
Question 6 (4754B):
Part (ii):
Answer: \(\frac{480}{40} = 12\) or 12 to 1
AnswerMarks
B1ft from (i)
[1]their 480: their 40 isw accept unsimplified answers
Total: [1]
Question 6 (4754B):
Part (iii):
AnswerMarks Guidance
TransactionsAuthorised Unauthorised
Queried2,445 55
Not queried497,495 5
Total499,940 60
\(\frac{2445}{5} = 489\) or 489 to 1
AnswerMarks
M1ft from (i)
DM1their 2445 ft from (i) :5
A1cao
[3]NB they are not required to complete the table. {2500or 5xtheir 500}-(their 60-5) [=their 2445]
Total: [3]
**Answer:** Vol = vol of rev of curve + vol of rev of line

$\text{vol of rev of curve} = \int_0^{\pi} \pi x^2 \, dy$

$= \int_0^{\pi} \pi \frac{y^2}{2} \, dy$

$= \left[\pi\frac{y^2}{4}\right]_0^{\pi}$

$= \pi$

height of cone = 3 - 2 = 1

so vol of cone = 1/3 π 1² x1 = π/3

so total vol = 4π/3

| M1 | (soi) at any stage |
| M1 | substituting $x^2 = y/2$ |
| B1 | $\left[\frac{x^2}{4}\right]$ even if π missing or limits incorrect or missing |
| A1 | cao |
| B1 | h=l soi |
| B1 | www cao |
| A1 | www cao |
| [7] | for M1 need π, substitution for x², (dy soi), intention to integrate and correct limits **OR** $\pi\int_3^{(3-y)^2}dy$ M1(even if expanded incorrectly) $= \pi/3$ A1 www |

**Total: [7]**

---

## Question 7(i):

**Answer:** $\vec{AB} = \begin{pmatrix}-4\\0\\-2\end{pmatrix}, \vec{AC} = \begin{pmatrix}-2\\4\\1\end{pmatrix}$

$\cos BAC = \frac{\begin{pmatrix}-4\\0\\-2\end{pmatrix} \cdot \begin{pmatrix}-2\\4\\-1\end{pmatrix}}{|\vec{AB}| \cdot |\vec{AC}|} = \frac{(-4)(-2) + 0 \cdot 4 + (-2) \cdot 1}{\sqrt{20\sqrt{21}}}$

$= 0.293$

$\Rightarrow BAC = 73.0°$

| B1B1 | |
| M1 M1 | dot product evaluated **cos BAC= dot product / \|AB\|, \|AC\|** |
| A1 | 0.293 or cos ABC=correct numerical expression as RHS above, or better |
| A1 | or rounds to 73.0° (accept 73° www) |
| [6] | |
| | **condone rows** **substituted, ft their vectors AB, AC for method only need to see method for modulae as far as √…. use of vectors BA and CA could obtain B0 B0 M1 M1 A1 A1** |

**Total: [6]**

---

## Question 7(ii):

**Answer:** A: $x + y - 2z + d = 2 - 6 + d = 0$

$\Rightarrow d = 4$

B: $-2 + 0 - 2x1 + 4 = 0$ ✓

C: $0 + 4 - 2x4 + 4 = 0$ ✓

Normal $\vec{n} = \begin{pmatrix}1\\1\\-2\end{pmatrix}$

$\vec{n} \begin{pmatrix}0\\0\\1\end{pmatrix} = \frac{-2}{\sqrt{6}} = \cos\theta$

$\Rightarrow \theta = 144.7°$

$\Rightarrow$ acute angle = 35.3°

| M1 | substituting one point evaluating for other two points |
| DM1 | |
| A1 | $d = 4$ www |
| B1 | stated or used as normal anywhere in part (ii) |
| M1 | finding angle between normal vector and **k** allow ±2/√6 or 144.7° for A1 |
| A1 | |
| A1 | or rounds to 35.3° [7] | |
| | **alternatively, finding the equation of the plane using any valid method (eg from vector equation, M1 A1 for using valid equation and eliminating both parameters, A1 for required form, or using vector cross product to get x+y-2z = oe M1 A1,finding c and required form, A1, or showing that two vectors in the plane are perpendicular to normal vector M1 A1 and finding d, A1) oe** **do not need to find 144.7° explicitly (or 0.615 radians)** |

**Total: [7]**

---

## Question 7(iii):

**Answer:** At D, $-2 + 0 - 2k + 4 = 0$

$\Rightarrow 2k = 6, k = 3*$

$\vec{CD} = \begin{pmatrix}-2\\0\\-1\end{pmatrix} = \frac{1}{2}\vec{AB}$

$\Rightarrow$ CD is parallel to AB

$CD : AB = 1 : 2$

allow $CD:AB=1/2, \sqrt{5}:\sqrt{20}$ oe, AB is twice CD oe

| M1 | substituting into plane equation |
| A1 | **AG** |
| M1 | finding vector CD (or vector DC) |
| A1 | or DC parallel to AB or BA oe (or hence two parallel sides, if clear) but A0 if their vector CD is vector DC for B1 allow vector CD used as vector DC |
| B1 | mark final answer **www** allow CD:AB=1/2, √5:√20 oe, AB is twice CD oe |
| [5] | |

**Total: [5]**

---

## Question 8(i):

**Answer:** $\frac{dV}{dt} = -kx$

$V = \frac{1}{3}x^3 \Rightarrow \frac{dV}{dx} = x^2$

$\frac{dV}{dt} = \frac{dV}{dx} \cdot \frac{dx}{dt} = x^2 \cdot \frac{dx}{dt}$

$\Rightarrow x^2 \frac{dx}{dt} = -kx$

$\Rightarrow x\frac{dx}{dt} = -k$ *

| B1 | |
| M1 | oe eg dv/dt=dx /dV . dV/dt; dV/dt = 1/x² . -kx = -k/x |
| A1 | **AG** [3] |

**Total: [3]**

---

## Question 8(ii):

**Answer:** $x\frac{dx}{dt} = -k \Rightarrow \int x \, dx = \int -k \, dt$

$\Rightarrow \frac{1}{2}x^2 = -kt + c$

When $t = 0, x = 10 \Rightarrow 50 = c$

$\Rightarrow \frac{1}{2}x^2 = 50 - kt$

$\Rightarrow x = \sqrt{(100 - 2kt)}$ *

| M1 | separating variables and intention to integrate |
| A1 | condone absence of c |
| B1 | finding c correctly ft their integral of form ax²= bt+c where a,b non zero constants |
| A1 | **AG** [4] |

**Total: [4]**

---

## Question 8(iii):

**Answer:** When $t = 50, x = 0$

$\Rightarrow 0 = 100 - 100 k \Rightarrow k = 1$

| M1 | |
| A1 | [2] |

**Total: [2]**

---

## Question 8(iv):

**Answer:** $\frac{dV}{dt} = 1 - kx = 1 - x$

$\Rightarrow x^2 \frac{dx}{dt} = 1 - x$

$\Rightarrow \frac{dx}{dt} = \frac{1-x}{x^2}$ *

| M1 | for dV/dt= 1-kx or better |
| A1 | **AG** [2] |

**Total: [2]**

---

## Question 8(v):

**Answer:** $\frac{1}{1-x} - x - 1 = \frac{1-(1-x)x-(1-x)}{1-x}$

$= \frac{1-x+x^2-1+x}{x^2} = \frac{x^2}{1-x}$ *

$\int \frac{x^2}{1-x} \, dx = \int dt \Rightarrow \int\left(\frac{1}{1-x} - x - 1\right) dx = t + c$

$\Rightarrow -\ln(1-x) - \frac{1}{2}x^2 - x = t + c$

When $t = 0, x = 0 \Rightarrow c = -\ln 1 - 0 - 0 = 0$

$\Rightarrow t = \ln\left(\frac{1}{1-x}\right) + \frac{1}{2}x^2 - x$ *

| M1 | combining to single fraction |
| A1 | **AG** |
| M1 | separating variables & subst for x²/(1-x) and intending separating variables & subst for x²/(1-x) and intending |
| A1 | condone absence of c finding c for equation of correct form |
| B1 | accept ln(1/(1-x)) as -ln(1-x) www ie aln(1-x)+bx²+dx=et + c,a,b,d,e non zero constants |
| A1 | [6] cao **AG** | do not allow if c=0 without evaluation |

**Total: [6]**

---

## Question 8(vi):

**Answer:** understanding that ln(1/0) or 1/0 is undefined oe

| B1 | www |
| [1] | **In ln (1/0) = ln 0, 1/0 = ∞ and ln (1/0) = ∞ are all B0** |

**Total: [1]**

---

## Question 1 (4754B):

**Answer:** $\frac{16}{250} = 6.4\%$ or $\frac{16}{250} \times 100 = 6.4$ *

| B1 | or 250-(64+170) =6.4% oe |
| [1] | need evaluation |

**Total: [1]**

---

## Question 2 (4754B):

**Part (i):**

**Answer:** The smallest possible PIN that does not begin with zero is 1000 and the largest is 9999, giving 9000.

However the 9 numbers 1111, 2222, … 9999 are disallowed.

The other disallowed numbers are 1234, 2345, … 6789 (6 numbers)

And 8876, 8765, … 3210 (7 numbers).

So, in all, there are 9000 – (9 + 6 + 7) = 8978 possible PINs

| M1 | from a correct starting point (eg 10,000 or 9000), clear attempt to eliminate (or not include) numbers starting with 0 clear attempt to eliminate **all** three of these categories (with approx correct values in each category) |
| M1 | |
| A1 | SC 8978 www B3 |
| | **All(1) for M1 (no 0 start). nos starting with 1,2,7,8,9 give 1000-2, nos starting with 3,4,5,6 give 1000-3 =5(900-2, nos starting with 1,2,7,8,9 give 1000-2, nos starting with 3,4,5,6 give 1000-3 =5(900-2+4(1000-3)=8978 M1,A1 or2) eg starting with1, 1,not2,any,any+1,2,not3,any +1,2,3,not4 =900+90+9=999-(1111term)=998 can lead to 5(900+90+9-1)=4990 oe** |
| [3] | **if unclear, M0** M marks not dependent SC 8978 www B3 |

**Part (ii):**

**Answer:** $\frac{6,700,000,000}{8978} = 746,269$

The average is about 750,000.

| M1 | ft from (i) |
| A1 | ft |
| [2] | accept 2sf (or 1sf) only for A1 |

**Total: [5]**

---

## Question 3 (4754B):

**Answer:** [Venn diagram showing]:
- Left circle (no breaches): 8
- Intersection: 1
- Right circle (breaches): 2
- Total: 11, All correct

| M1 | numbers total 11 |
| A1 | all correct |
| [2] | |

**Total: [2]**

---

## Question 4 (4754B):

**Answer:** 100,000 transactions from 80 people over 3½ years with 365 days per year

$\frac{100,000}{(80 \times 3.5 \times 365)} (= 0.978...)$

Approximately 1 transaction per person per day

| M1 | |
| A1 | cao |
| [2] | allow approximate number of days in a year eg 360 for M1 A1 |

**Total: [2]**

---

## Question 5 (4754B):

**Answer:** Allow any one of the following for 1 mark

- An attack can happen without a breach of the card's security.
- The probabilities that a successful attack followed or did not follow a breach of card security are so close that a court would look for other evidence before reaching a decision.
- In many cases of unauthorised withdrawals the banks refund the money.
- The banks' software does not detect all the attacks that occur.

| B1 | only accept versions of these statements |
| [1] | |

**Total: [1]**

---

## Question 6 (4754B):

**Part (i):**

| Transactions | Authorised | Unauthorised | Total |
|---|---|---|---|
| Queried | 480 | 20 | 500 |
| Not queried | 499,460 | 40 | 499,500 |
| Total | 499,940 | 60 | 500,000 |

| B1 | for top row 480, 20, 500 |
| B2 | all five other entries correct |
| [3] | (500,000 is given) allow B1 for three or four correct from 499460,40,499500,499940,60 |

**Total: [3]**

---

## Question 6 (4754B):

**Part (ii):**

**Answer:** $\frac{480}{40} = 12$ or 12 to 1

| B1 | ft from (i) |
| [1] | their 480: their 40 isw accept unsimplified answers |

**Total: [1]**

---

## Question 6 (4754B):

**Part (iii):**

| Transactions | Authorised | Unauthorised | Total |
|---|---|---|---|
| Queried | 2,445 | 55 | 2,500 |
| Not queried | 497,495 | 5 | 497,500 |
| Total | 499,940 | 60 | 500,000 |

$\frac{2445}{5} = 489$ or 489 to 1

| M1 | ft from (i) |
| DM1 | their 2445 ft from (i) :5 |
| A1 | cao |
| [3] | **NB they are not required to complete the table.** {2500or 5xtheir 500}-(their 60-5) [=their 2445] |

**Total: [3]**

---
A bank has detection software that can be set at two different levels, 'Mild' and 'Severe'.
• When it is set at Mild, 0.1% of all transactions are queried.
• When it is set at Severe 0.5% of all transactions are queried.

\begin{enumerate}[label=(\roman*)]
\item One day the bank has 500 000 transactions.

The software is set on 'Mild'. There are 480 false positives. Only $\frac{1}{4}$ of the unauthorised transactions are queried. Complete the table. [3]
\item What is the ratio of false positives to false negatives? [1]
\item If the software had been set on 'Severe' for the same set of 500 000 transactions, with the total numbers of authorised and unauthorised transactions the same as in part (i) of this question, the number of false negatives would have been 5. What would the ratio of false positives to false negatives have been with this setting? [3]
\end{enumerate}

\hfill \mbox{\textit{OCR MEI C4 2011 Q6 [7]}}