DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS
📄 Project Abstract
This study is aimed at the application of predicting pregnancy complication with the use of different machine algorithms. The study achieved this by eliciting knowledge on the variables, collecting relevant data, formulating the classification model, simulating the model. The use of different articles/studies were used as a guiding tools in the means of gathering the necessary data and features needed. The result of the study showed that out 11 variables, 7 variables were associated with the classification of predicting pregnancy complications. The result also identified a number of variables which had missing values from the data collected. The simulation showed that the higher the proportion of dataset used for training then the higher performance of the model on the testing dataset. So using 90% of the dataset for training and 10% for dataset for testing showed the highest performance.
🔍 Key Research Areas Covered
- ✅ Literature Review & Theoretical Framework
- ✅ Research Methodology & Data Collection
- ✅ Data Analysis & Statistical Methods
- ✅ Findings & Results Discussion
- ✅ Recommendations & Conclusions
- ✅ References & Bibliography
📚 Complete Project Structure
- Problem Statement & Objectives
- Theoretical Framework & Related Studies
- Data Collection & Analysis Methods
- Findings & Statistical Analysis
- Recommendations & Future Research
- Questionnaires, Data, References
⭐ Why Choose This Computer Science And Mathematics Project Topics Project?
🎯 Well-Researched
Thoroughly researched with current and relevant sources
📊 Complete Data
Includes statistical analysis and detailed findings
✍️ Original Content
100% original research with proper citations
📝 Properly Formatted
APA/MLA formatting with table of contents
🎓 Supervisor Approved
Meets university standards and requirements
⚡ Instant Download
Immediate access after purchase
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DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS
Full Citation:
AYODELE OLUWATOBI OLUWANIFEMI. (). DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS. African and General Studies, 40, 14858.
Citation Formats:
APA
AYODELE OLUWATOBI OLUWANIFEMI. (). DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS. African and General Studies, 40, 14858.
MLA
AYODELE OLUWATOBI OLUWANIFEMI. "DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS." African and General Studies, vol. 40, , pp. 14858.
Chicago
AYODELE OLUWATOBI OLUWANIFEMI. "DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS." African and General Studies 40 (): 14858.
Full Citation:
AYODELE OLUWATOBI OLUWANIFEMI. (). DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS. African and General Studies, 40, 14858.
Citation Formats:
APA
AYODELE OLUWATOBI OLUWANIFEMI. (). DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS. African and General Studies, 40, 14858.
MLA
AYODELE OLUWATOBI OLUWANIFEMI. "DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS." African and General Studies, vol. 40, , pp. 14858.
Chicago
AYODELE OLUWATOBI OLUWANIFEMI. "DEVELOPMENT OF A PREDICTIVE SYSTEM FOR PREDICTING PREGNANCY COMPLICATIONS IN WOMEN USING MACHINE LEARNING ALGORITHMS." African and General Studies 40 (): 14858.
Document Details
| Author | AYODELE OLUWATOBI OLUWANIFEMI |
|---|---|
| 📁 Field | Computer Science And Mathematics Project Topics |
| 🏷️ Type | Science Project Topics |
| Pages | 62 Pages |
| Words | 8503 words |
| 📘 Chapters | 1 to 5 Chapters |