Baselight

Student Exam Performance Prediction

Predict whether a student will pass (1) or fail (0) an exam.

@kaggle.mrsimple07_student_exam_performance_prediction

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About this Dataset

Student Exam Performance Prediction

The dataset is designed for predicting whether a student will pass or fail an exam based on the number of study hours and their scores in the previous exam.

Features:
Study Hours (numeric): Represents the number of hours a student spent studying for the upcoming exam.
Previous Exam Score (numeric): Indicates the student's score in the previous exam.
Pass/Fail (binary): The target variable, where 1 represents a pass and 0 represents a fail in the current exam.

**Description: **

Features:
Study Hours (numeric): Represents the number of hours a student spent studying for the upcoming exam.
Previous Exam Score (numeric): Indicates the student's score in the previous exam.
Pass/Fail (binary): The target variable, where 1 represents a pass and 0 represents a fail in the current exam.
Dataset Size:
The dataset consists of data for 500 students, ensuring a diverse range of study patterns and previous exam performances.

Tables

Student Exam Data

@kaggle.mrsimple07_student_exam_performance_prediction.student_exam_data
  • 11.96 KB
  • 500 rows
  • 3 columns
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CREATE TABLE student_exam_data (
  "study_hours" DOUBLE,
  "previous_exam_score" DOUBLE,
  "pass_fail" BIGINT
);

Student Exam Data New

@kaggle.mrsimple07_student_exam_performance_prediction.student_exam_data_new
  • 11.96 KB
  • 500 rows
  • 3 columns
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CREATE TABLE student_exam_data_new (
  "study_hours" DOUBLE,
  "previous_exam_score" DOUBLE,
  "pass_fail" BIGINT
);

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