SlideShare a Scribd company logo
1 of 14
Precision, Average Precision and Mean Average Precision For the Mathematically Challenged
How to calculate precision ,[object Object],[object Object],[object Object],[object Object],[object Object],Relevant hits Total hits
How to calculate Average Precision Step 1 ,[object Object]
How to calculate Average Precision Step 1 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How to calculate Average Precision Keep doing the same calculation ,[object Object],[object Object],[object Object],[object Object]
How to calculate Average Precision Things change at 3 hits Remember, the third item is not relevant, so we skip this one.
How to calculate Average Precision  4 hits-- different yet again ,[object Object],[object Object],[object Object],[object Object]
How to calculate Average Precision And for all 5 hits ,[object Object],[object Object],[object Object],[object Object]
Average Precision Step 1 The Math: Summary Pretend the search stopped at #1 1 relevant hit/ 1 total hits = 1 Pretend the search stopped at #2 2 relevant hits/2 total hits = 1 Pretend the search stopped at #3 Not relevant –we skip this one Pretend the search stopped at #4 3 relevant hits/4 total hits=0.75 Pretend the search stopped at #5 4 relevant hits/5 total hits=0.8
Average Precision: Step 2 ,[object Object],[object Object],The total here is 3.55 The Math (from step 2) Pretend the search stopped at #1 1 relevant hit/ 1 total hits = 1 Pretend the search stopped at #2 2 relevant hits/2 total hits = 1 Pretend the search stopped at #3 skipped Pretend the search stopped at #4 3 relevant hits/4 total hits=0.75 Pretend the search stopped at #5 4 relevant hits/5 total hits=0.8
Average Precision: Step 3 ,[object Object],[object Object]
Looks harder than it is.
Precision vs Average Precision ,[object Object],[object Object],[object Object],[object Object],Now let’s compare the two:
Mean Average Precision ,[object Object],[object Object],[object Object],Add all average precision calculations together Total number of queries Mean Average Precision =

More Related Content

What's hot

Math Intro Fall 07
Math Intro   Fall 07Math Intro   Fall 07
Math Intro Fall 07
herbison
 
101 A Mean, Median, Mode, Range Quartiles Lesson
101 A Mean, Median, Mode, Range Quartiles Lesson101 A Mean, Median, Mode, Range Quartiles Lesson
101 A Mean, Median, Mode, Range Quartiles Lesson
Bitsy Griffin
 
Mean, median, mode & range
Mean, median, mode & rangeMean, median, mode & range
Mean, median, mode & range
vlissaris
 
Numerical approximation and solution of equations
Numerical approximation and solution of equationsNumerical approximation and solution of equations
Numerical approximation and solution of equations
Robinson
 
Approximation and error
Approximation and errorApproximation and error
Approximation and error
rubenarismendi
 
Iowa assessments practice problems
Iowa assessments practice problemsIowa assessments practice problems
Iowa assessments practice problems
bweldon
 
Dimensional Analysis
Dimensional AnalysisDimensional Analysis
Dimensional Analysis
alchemist
 

What's hot (17)

Adding integers
Adding integersAdding integers
Adding integers
 
Addition with different strategies
Addition with different strategies Addition with different strategies
Addition with different strategies
 
Pd Power Point
Pd Power PointPd Power Point
Pd Power Point
 
Math Intro Fall 07
Math Intro   Fall 07Math Intro   Fall 07
Math Intro Fall 07
 
101 A Mean, Median, Mode, Range Quartiles Lesson
101 A Mean, Median, Mode, Range Quartiles Lesson101 A Mean, Median, Mode, Range Quartiles Lesson
101 A Mean, Median, Mode, Range Quartiles Lesson
 
Statistics (math)
Statistics (math)Statistics (math)
Statistics (math)
 
Numerical Method
Numerical Method Numerical Method
Numerical Method
 
Mean, median, mode & range
Mean, median, mode & rangeMean, median, mode & range
Mean, median, mode & range
 
Numerical approximation and solution of equations
Numerical approximation and solution of equationsNumerical approximation and solution of equations
Numerical approximation and solution of equations
 
(8) Inquiry Lab - Triangles
(8) Inquiry Lab - Triangles(8) Inquiry Lab - Triangles
(8) Inquiry Lab - Triangles
 
Template
TemplateTemplate
Template
 
Percent Iii
Percent IiiPercent Iii
Percent Iii
 
Approximation and error
Approximation and errorApproximation and error
Approximation and error
 
Iowa assessments practice problems
Iowa assessments practice problemsIowa assessments practice problems
Iowa assessments practice problems
 
Tendency
TendencyTendency
Tendency
 
Dimensional Analysis
Dimensional AnalysisDimensional Analysis
Dimensional Analysis
 
Error(Computer Oriented Numerical and Statistical Method)
Error(Computer Oriented Numerical and Statistical Method)Error(Computer Oriented Numerical and Statistical Method)
Error(Computer Oriented Numerical and Statistical Method)
 

Similar to Calculating precision

One Sample Hypothesis - Tips
One Sample Hypothesis - TipsOne Sample Hypothesis - Tips
One Sample Hypothesis - Tips
prussin86
 

Similar to Calculating precision (10)

(operations on percent) Lesson Plan
(operations on percent) Lesson Plan(operations on percent) Lesson Plan
(operations on percent) Lesson Plan
 
Adding and subtracting fractions
Adding and subtracting fractionsAdding and subtracting fractions
Adding and subtracting fractions
 
3.1 Rounding And Estimating
3.1 Rounding And Estimating3.1 Rounding And Estimating
3.1 Rounding And Estimating
 
Chaptfffffuuer05.PPT
Chaptfffffuuer05.PPTChaptfffffuuer05.PPT
Chaptfffffuuer05.PPT
 
K-12 Mathematics lesson Presentation.pptx
K-12 Mathematics lesson Presentation.pptxK-12 Mathematics lesson Presentation.pptx
K-12 Mathematics lesson Presentation.pptx
 
Quantitative Methods for Lawyers - Class #7 - Probability & Basic Statistics ...
Quantitative Methods for Lawyers - Class #7 - Probability & Basic Statistics ...Quantitative Methods for Lawyers - Class #7 - Probability & Basic Statistics ...
Quantitative Methods for Lawyers - Class #7 - Probability & Basic Statistics ...
 
Tips And Tricks To Do The Match Quickly
Tips And Tricks To Do The Match QuicklyTips And Tricks To Do The Match Quickly
Tips And Tricks To Do The Match Quickly
 
One Sample Hypothesis - Tips
One Sample Hypothesis - TipsOne Sample Hypothesis - Tips
One Sample Hypothesis - Tips
 
Physical Quantities and Measurements
Physical Quantities and MeasurementsPhysical Quantities and Measurements
Physical Quantities and Measurements
 
Stage 6 fraction
Stage 6  fractionStage 6  fraction
Stage 6 fraction
 

Recently uploaded

Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 

Recently uploaded (20)

80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
80 ĐỀ THI THỬ TUYỂN SINH TIẾNG ANH VÀO 10 SỞ GD – ĐT THÀNH PHỐ HỒ CHÍ MINH NĂ...
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
NO1 Top Black Magic Specialist In Lahore Black magic In Pakistan Kala Ilam Ex...
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptxHMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
HMCS Max Bernays Pre-Deployment Brief (May 2024).pptx
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptxExploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
Exploring_the_Narrative_Style_of_Amitav_Ghoshs_Gun_Island.pptx
 

Calculating precision

  • 1. Precision, Average Precision and Mean Average Precision For the Mathematically Challenged
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. How to calculate Average Precision Things change at 3 hits Remember, the third item is not relevant, so we skip this one.
  • 7.
  • 8.
  • 9. Average Precision Step 1 The Math: Summary Pretend the search stopped at #1 1 relevant hit/ 1 total hits = 1 Pretend the search stopped at #2 2 relevant hits/2 total hits = 1 Pretend the search stopped at #3 Not relevant –we skip this one Pretend the search stopped at #4 3 relevant hits/4 total hits=0.75 Pretend the search stopped at #5 4 relevant hits/5 total hits=0.8
  • 10.
  • 11.
  • 13.
  • 14.

Editor's Notes

  1. If math makes your head explode, but you would like to understand how to calculate the precision, average precision and mean average precision of a database our search engine, this slidecast will help you. Anyone who has used a search engine like Google or a database of articles like EBSCOHost will have found that not all the retrieved articles are related to your search topic. There are always a few items that really don’t belong. Precision is a measurement of the effectiveness of the search engine to retrieve only those articles that are RELEVANT to your search.