imgaboy
Member
- Joined
- Feb 7, 2018
- Member Type
- Student or Learner
- Native Language
- Hungarian
- Home Country
- Serbia
- Current Location
- Serbia
Hi there,
I have to create an abstract for my research. I have been finished a part of this.
Could somebody help me to check my abstract?
Here is my document:
In this paper, we present a data mining approach with classification models that bases its predictions on students’ clickstream data generated by an E-learning platform. Data were created throughout 1370 occasions. In this paper, our goal was to predict course outcomes with binary classification. For these, we used a data from short MOOC course which was influenced by teacher and school.During the evaluation process of our solutions, we found out that our algorithm can provide results with an accuracy of (ACC) 70%-80% with a precision of .77-.88, F1 .78-.88, TPR .79-.95. This success rate confirms that we could forecast students’ outcomes from click attitudes.
I have to create an abstract for my research. I have been finished a part of this.
Could somebody help me to check my abstract?
Here is my document:
In this paper, we present a data mining approach with classification models that bases its predictions on students’ clickstream data generated by an E-learning platform. Data were created throughout 1370 occasions. In this paper, our goal was to predict course outcomes with binary classification. For these, we used a data from short MOOC course which was influenced by teacher and school.During the evaluation process of our solutions, we found out that our algorithm can provide results with an accuracy of (ACC) 70%-80% with a precision of .77-.88, F1 .78-.88, TPR .79-.95. This success rate confirms that we could forecast students’ outcomes from click attitudes.