SlideShare ist ein Scribd-Unternehmen logo

Precision and Recall

•
•
Johannes Schildgen
Johannes Schildgen

Precision and Recall

Daten & Analysen
1 von 23
Downloaden Sie, um offline zu lesen
Recall Precision M. Sc. Johannes Schildgen 2016-06-09 schildgen@cs.uni-kl.de and
Hariboogle Search
Hariboogle Color-Rado Search
Hariboogle Search Color-Rado 42 Results in 0,002 Seconds ? ?
Should be found Was found
Relevant Found
Relevant Found
Relevant Found 5 141 4246
Relevant Found 5 141 Precision: |𝑹∩𝑭| |𝑭| 4246 = 𝟒𝟏 𝟒𝟐 = 0,98 = 98% „How many % of the found items are relevant?“
Hariboogle Search Precision: |𝑹∩𝑭| |𝑭| = 1 Perfect!
Hariboogle Color-Rado Suche Precision: |𝑹∩𝑭| |𝑭| = 1 Perfect!
Hariboogle Suche
Precision: |𝑹∩𝑭| |𝑭| = 1 Perfect!  No rubbish  Only a few results 1 result
Improve Precision • Find less rubbish (=> Relevance Feedback) Precision: |𝑹∩𝑭| |𝑭| Hariboogle Search Color-Rado 42 Results in 0,002 Seconds
Improve Precision • Find less rubbish (=> Relevance Feedback) Precision: |𝑹∩𝑭| |𝑭| Hariboogle Search Color-Rado 42 Results in 0,002 Seconds
Relevant Found 5 141 Recall: |𝑹∩𝑭| |𝑹| 4246 = 𝟒𝟏 𝟒𝟔 = 0,89 = 89% „How much % of the relevant items were found?“
Hariboogle Search Recall: |𝑹∩𝑭| |𝑹| = 1 Perfect!
Hariboogle Color-Rado Search Recall: |𝑹∩𝑭| |𝑹| = 1 Perfect!
Hariboogle Search ? ? ? ? ? ? ? ? ? ? ? ? ?
Recall: |𝑹∩𝑭| |𝑹| = 1 Perfect!  All relevant items were found  A lot of rubbish 803214523509235*1012 Billion results
Improve Recall • Find more relevant items (easier said than done) Recall: |𝑹∩𝑭| |𝑹|
Conclusion Precision: |𝑹∩𝑭| |𝑭| Relevante Gefundene
Conclusion Precision: |𝑹∩𝑭| |𝑭| Recall: |𝑹∩𝑭| |𝑹| Relevante Gefundene

Empfohlen

Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithmGangadhar S
 
Data Mining: Association Rules Basics
Data Mining: Association Rules BasicsData Mining: Association Rules Basics
Data Mining: Association Rules BasicsBenazir Income Support Program (BISP)
 
Apriori Algorithm
Apriori AlgorithmApriori Algorithm
Apriori AlgorithmInternational School of Engineering
 
Classification Techniques
Classification TechniquesClassification Techniques
Classification TechniquesKiran Bhowmick
 
Assosiate rule mining
Assosiate rule miningAssosiate rule mining
Assosiate rule miningTilani Gunawardena PhD(UNIBAS), BSc(Pera), FHEA(UK), CEng, MIESL
 
Natural Language Processing with Python
Natural Language Processing with PythonNatural Language Processing with Python
Natural Language Processing with PythonBenjamin Bengfort
 
Information Retrieval based on Cluster Analysis Approach
Information Retrieval based on Cluster Analysis ApproachInformation Retrieval based on Cluster Analysis Approach
Information Retrieval based on Cluster Analysis ApproachAIRCC Publishing Corporation
 
5.3 mining sequential patterns
5.3 mining sequential patterns5.3 mining sequential patterns
5.3 mining sequential patternsKrish_ver2
 

Empfohlen

Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithmGangadhar S
 
Data Mining: Association Rules Basics
Data Mining: Association Rules BasicsData Mining: Association Rules Basics
Data Mining: Association Rules BasicsBenazir Income Support Program (BISP)
 
Apriori Algorithm
Apriori AlgorithmApriori Algorithm
Apriori AlgorithmInternational School of Engineering
 
Classification Techniques
Classification TechniquesClassification Techniques
Classification TechniquesKiran Bhowmick
 
Assosiate rule mining
Assosiate rule miningAssosiate rule mining
Assosiate rule miningTilani Gunawardena PhD(UNIBAS), BSc(Pera), FHEA(UK), CEng, MIESL
 
Natural Language Processing with Python
Natural Language Processing with PythonNatural Language Processing with Python
Natural Language Processing with PythonBenjamin Bengfort
 
Information Retrieval based on Cluster Analysis Approach
Information Retrieval based on Cluster Analysis ApproachInformation Retrieval based on Cluster Analysis Approach
Information Retrieval based on Cluster Analysis ApproachAIRCC Publishing Corporation
 
5.3 mining sequential patterns
5.3 mining sequential patterns5.3 mining sequential patterns
5.3 mining sequential patternsKrish_ver2
 
Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithmMainul Hassan
 
Data Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsData Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsDatamining Tools
 
Apriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule MiningApriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule MiningWan Aezwani Wab
 
K mean-clustering algorithm
K mean-clustering algorithmK mean-clustering algorithm
K mean-clustering algorithmparry prabhu
 
Association rule mining
Association rule miningAssociation rule mining
Association rule miningAcad
 
4 informed-search
4 informed-search4 informed-search
4 informed-searchMhd Sb
 
Classification in data mining
Classification in data mining Classification in data mining
Classification in data mining Sulman Ahmed
 
NP completeness
NP completenessNP completeness
NP completenessAmrinder Arora
 
Algorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching AlgorithmsAlgorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching AlgorithmsMohamed Loey
 
Artificial Intelligence Searching Techniques
Artificial Intelligence Searching TechniquesArtificial Intelligence Searching Techniques
Artificial Intelligence Searching TechniquesDr. C.V. Suresh Babu
 
Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithmGaurav Aggarwal
 
Textmining Introduction
Textmining IntroductionTextmining Introduction
Textmining IntroductionDatamining Tools
 
Presentation on K-Means Clustering
Presentation on K-Means ClusteringPresentation on K-Means Clustering
Presentation on K-Means ClusteringPabna University of Science & Technology
 
2.3 bayesian classification
2.3 bayesian classification2.3 bayesian classification
2.3 bayesian classificationKrish_ver2
 
Parallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval SystemParallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval Systemvimalsura
 
Unit 1 chapter 1 Design and Analysis of Algorithms
Unit 1 chapter 1 Design and Analysis of AlgorithmsUnit 1 chapter 1 Design and Analysis of Algorithms
Unit 1 chapter 1 Design and Analysis of AlgorithmsP. Subathra Kishore, KAMARAJ College of Engineering and Technology, Madurai
 
3 Data Mining Tasks
3 Data Mining Tasks3 Data Mining Tasks
3 Data Mining TasksMahmoud Alfarra
 
Algorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph AlgorithmsAlgorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph AlgorithmsMohamed Loey
 
Lecture13 - Association Rules
Lecture13 - Association RulesLecture13 - Association Rules
Lecture13 - Association RulesAlbert Orriols-Puig
 
Text MIning
Text MIningText MIning
Text MIningPrakhyath Rai
 
Computing Accuracy Precision And Recall
Computing Accuracy Precision And RecallComputing Accuracy Precision And Recall
Computing Accuracy Precision And RecallNicolas Bettenburg
 
Evaluation metrics: Precision, Recall, F-Measure, ROC
Evaluation metrics: Precision, Recall, F-Measure, ROCEvaluation metrics: Precision, Recall, F-Measure, ROC
Evaluation metrics: Precision, Recall, F-Measure, ROCBig Data Engineering, Faculty of Engineering, Dhurakij Pundit University
 

Weitere ähnliche Inhalte

Was ist angesagt?

Data Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsData Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsDatamining Tools
 
Apriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule MiningApriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule MiningWan Aezwani Wab
 
K mean-clustering algorithm
K mean-clustering algorithmK mean-clustering algorithm
K mean-clustering algorithmparry prabhu
 
Association rule mining
Association rule miningAssociation rule mining
Association rule miningAcad
 
4 informed-search
4 informed-search4 informed-search
4 informed-searchMhd Sb
 
Classification in data mining
Classification in data mining Classification in data mining
Classification in data mining Sulman Ahmed
 
Algorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching AlgorithmsAlgorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching AlgorithmsMohamed Loey
 
Artificial Intelligence Searching Techniques
Artificial Intelligence Searching TechniquesArtificial Intelligence Searching Techniques
Artificial Intelligence Searching TechniquesDr. C.V. Suresh Babu
 
2.3 bayesian classification
2.3 bayesian classification2.3 bayesian classification
2.3 bayesian classificationKrish_ver2
 
Parallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval SystemParallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval Systemvimalsura
 
Algorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph AlgorithmsAlgorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph AlgorithmsMohamed Loey
 

Was ist angesagt? (20)

Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithm
 
Data Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlationsData Mining: Mining ,associations, and correlations
Data Mining: Mining ,associations, and correlations
 
Apriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule MiningApriori and Eclat algorithm in Association Rule Mining
Apriori and Eclat algorithm in Association Rule Mining
 
K mean-clustering algorithm
K mean-clustering algorithmK mean-clustering algorithm
K mean-clustering algorithm
 
Association rule mining
Association rule miningAssociation rule mining
Association rule mining
 
4 informed-search
4 informed-search4 informed-search
4 informed-search
 
Classification in data mining
Classification in data mining Classification in data mining
Classification in data mining
 
NP completeness
NP completenessNP completeness
NP completeness
 
Algorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching AlgorithmsAlgorithms Lecture 6: Searching Algorithms
Algorithms Lecture 6: Searching Algorithms
 
Artificial Intelligence Searching Techniques
Artificial Intelligence Searching TechniquesArtificial Intelligence Searching Techniques
Artificial Intelligence Searching Techniques
 
Apriori algorithm
Apriori algorithmApriori algorithm
Apriori algorithm
 
Textmining Introduction
Textmining IntroductionTextmining Introduction
Textmining Introduction
 
Presentation on K-Means Clustering
Presentation on K-Means ClusteringPresentation on K-Means Clustering
Presentation on K-Means Clustering
 
2.3 bayesian classification
2.3 bayesian classification2.3 bayesian classification
2.3 bayesian classification
 
Parallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval SystemParallel and Distributed Information Retrieval System
Parallel and Distributed Information Retrieval System
 
Unit 1 chapter 1 Design and Analysis of Algorithms
Unit 1 chapter 1 Design and Analysis of AlgorithmsUnit 1 chapter 1 Design and Analysis of Algorithms
Unit 1 chapter 1 Design and Analysis of Algorithms
 
3 Data Mining Tasks
3 Data Mining Tasks3 Data Mining Tasks
3 Data Mining Tasks
 
Algorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph AlgorithmsAlgorithms Lecture 7: Graph Algorithms
Algorithms Lecture 7: Graph Algorithms
 
Lecture13 - Association Rules
Lecture13 - Association RulesLecture13 - Association Rules
Lecture13 - Association Rules
 
Text MIning
Text MIningText MIning
Text MIning
 

Andere mochten auch

Computing Accuracy Precision And Recall
Computing Accuracy Precision And RecallComputing Accuracy Precision And Recall
Computing Accuracy Precision And RecallNicolas Bettenburg
 
Assessing the predictive capacity measur marco scattareggia
Assessing the predictive capacity measur marco scattareggiaAssessing the predictive capacity measur marco scattareggia
Assessing the predictive capacity measur marco scattareggiaScattareggia
 
Accuracy & Precision
Accuracy & PrecisionAccuracy & Precision
Accuracy & PrecisionTekZeno
 
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...Johannes Schildgen
 
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...Chungara Revista de Antropología Chilena
 
Visualization of NotaQL Transformations using Sampling
Visualization of NotaQL Transformations using SamplingVisualization of NotaQL Transformations using Sampling
Visualization of NotaQL Transformations using SamplingJohannes Schildgen
 
Evaluation in Information Retrieval
Evaluation in Information RetrievalEvaluation in Information Retrieval
Evaluation in Information RetrievalDishant Ailawadi
 
Article delivery instructions
Article delivery instructionsArticle delivery instructions
Article delivery instructionsguest8ae910e
 
Accuracy and precision
Accuracy and precisionAccuracy and precision
Accuracy and precisionmsali_aphs
 
similarity measure
similarity measure similarity measure
similarity measure ZHAO Sam
 
Measurement errors, Statistical Analysis, Uncertainty
Measurement errors, Statistical Analysis, UncertaintyMeasurement errors, Statistical Analysis, Uncertainty
Measurement errors, Statistical Analysis, UncertaintyDr Naim R Kidwai
 
Accuracy and Precision
Accuracy and PrecisionAccuracy and Precision
Accuracy and PrecisionSimple ABbieC
 
NoSQL databases pros and cons
NoSQL databases pros and consNoSQL databases pros and cons
NoSQL databases pros and consFabio Fumarola
 
Presentation Validity & Reliability
Presentation Validity & ReliabilityPresentation Validity & Reliability
Presentation Validity & Reliabilitysongoten77
 

Andere mochten auch (19)

Computing Accuracy Precision And Recall
Computing Accuracy Precision And RecallComputing Accuracy Precision And Recall
Computing Accuracy Precision And Recall
 
Evaluation metrics: Precision, Recall, F-Measure, ROC
Evaluation metrics: Precision, Recall, F-Measure, ROCEvaluation metrics: Precision, Recall, F-Measure, ROC
Evaluation metrics: Precision, Recall, F-Measure, ROC
 
Assessing the predictive capacity measur marco scattareggia
Assessing the predictive capacity measur marco scattareggiaAssessing the predictive capacity measur marco scattareggia
Assessing the predictive capacity measur marco scattareggia
 
Accuracy & Precision
Accuracy & PrecisionAccuracy & Precision
Accuracy & Precision
 
C3.6.1
C3.6.1C3.6.1
C3.6.1
 
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...
NotaQL Is Not a Query Language! It's for Data Transformation on Wide-Column S...
 
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...
ORDEN CORPORAL Y REPRESENTACIONES RACIALES, DE CLASE Y GÉNERO EN LA CIUDAD D...
 
Visualization of NotaQL Transformations using Sampling
Visualization of NotaQL Transformations using SamplingVisualization of NotaQL Transformations using Sampling
Visualization of NotaQL Transformations using Sampling
 
Evaluation in Information Retrieval
Evaluation in Information RetrievalEvaluation in Information Retrieval
Evaluation in Information Retrieval
 
Information Retrieval Evaluation
Information Retrieval EvaluationInformation Retrieval Evaluation
Information Retrieval Evaluation
 
Article delivery instructions
Article delivery instructionsArticle delivery instructions
Article delivery instructions
 
Calculating precision
Calculating precisionCalculating precision
Calculating precision
 
Accuracy and precision
Accuracy and precisionAccuracy and precision
Accuracy and precision
 
similarity measure
similarity measure similarity measure
similarity measure
 
Measurement errors, Statistical Analysis, Uncertainty
Measurement errors, Statistical Analysis, UncertaintyMeasurement errors, Statistical Analysis, Uncertainty
Measurement errors, Statistical Analysis, Uncertainty
 
Building Decision Tree model with numerical attributes
Building Decision Tree model with numerical attributesBuilding Decision Tree model with numerical attributes
Building Decision Tree model with numerical attributes
 
Accuracy and Precision
Accuracy and PrecisionAccuracy and Precision
Accuracy and Precision
 
NoSQL databases pros and cons
NoSQL databases pros and consNoSQL databases pros and cons
NoSQL databases pros and cons
 
Presentation Validity & Reliability
Presentation Validity & ReliabilityPresentation Validity & Reliability
Presentation Validity & Reliability
 

Kürzlich hochgeladen

Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTBoston Institute of Analytics
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queensdataanalyticsqueen03
 
IMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxIMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxdolaknnilon
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...ttt fff
 
Decoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectDecoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectBoston Institute of Analytics
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Cathrine Wilhelmsen
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhijennyeacort
 
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxmodul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxaleedritatuxx
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfchwongval
 
INTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingINTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingsocarem879
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Seán Kennedy
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxMike Bennett
 
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一z xss
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Boston Institute of Analytics
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degreeyuu sss
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.natarajan8993
 
MK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxMK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxUnduhUnggah1
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFAAndrei Kaleshka
 
Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Seán Kennedy
 

Kürzlich hochgeladen (20)

Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPTPredictive Analysis for Loan Default Presentation : Data Analysis Project PPT
Predictive Analysis for Loan Default Presentation : Data Analysis Project PPT
 
Top 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In QueensTop 5 Best Data Analytics Courses In Queens
Top 5 Best Data Analytics Courses In Queens
 
IMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptxIMA MSN - Medical Students Network (2).pptx
IMA MSN - Medical Students Network (2).pptx
 
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
毕业文凭制作#回国入职#diploma#degree美国加州州立大学北岭分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#de...
 
Decoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectDecoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis Project
 
Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)Data Factory in Microsoft Fabric (MsBIP #82)
Data Factory in Microsoft Fabric (MsBIP #82)
 
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝DelhiRS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
RS 9000 Call In girls Dwarka Mor (DELHI)⇛9711147426🔝Delhi
 
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptxmodul pembelajaran robotic Workshop _ by Slidesgo.pptx
modul pembelajaran robotic Workshop _ by Slidesgo.pptx
 
Multiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdfMultiple time frame trading analysis -brianshannon.pdf
Multiple time frame trading analysis -brianshannon.pdf
 
Call Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort ServiceCall Girls in Saket 99530🔝 56974 Escort Service
Call Girls in Saket 99530🔝 56974 Escort Service
 
INTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processingINTRODUCTION TO Natural language processing
INTRODUCTION TO Natural language processing
 
Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...Student Profile Sample report on improving academic performance by uniting gr...
Student Profile Sample report on improving academic performance by uniting gr...
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptx
 
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一
办理(UC毕业证书)堪培拉大学毕业证成绩单原版一比一
 
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
 
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
办美国阿肯色大学小石城分校毕业证成绩单pdf电子版制作修改#真实留信入库#永久存档#真实可查#diploma#degree
 
RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.RABBIT: A CLI tool for identifying bots based on their GitHub events.
RABBIT: A CLI tool for identifying bots based on their GitHub events.
 
MK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docxMK KOMUNIKASI DATA (TI)komdat komdat.docx
MK KOMUNIKASI DATA (TI)komdat komdat.docx
 
How we prevented account sharing with MFA
How we prevented account sharing with MFAHow we prevented account sharing with MFA
How we prevented account sharing with MFA
 
Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...
 

Precision and Recall