Research Article
Analysis and Identification of Students with Financial Difficulties: A Behavioural Feature Perspective
Table 8
The input data format of Algorithm
2.
| | Stu_ID | Mean | Speed | GPA | GPA_per | Regular | Diligence | Label |
| Labelled data | 2012003 | 6.82 | 14.65 | 82.16 | 0.30 | 1.32 | 25,315 | 1 | 2013005 | 7.2 | 13.7 | 76.6 | 0.73 | 1.6 | 27,392 | 0 | 2012017 | 10.5 | 9.44 | 66.3 | 0.97 | 1.4 | 31,090 | 0 |
| Unlabelled data | 2012052 | 8.1 | 12.2 | 78.4 | 0.256 | 1.45 | 29,610 | −1 | 2013065 | 6.6 | 15.0 | 82.7 | 0.11 | 1.3 | 26,080 | −1 | 2013101 | 7.6 | 13.0 | 68.6 | 0.86 | 0.68 | 28,751 | −1 | 2012115 | 9.6 | 10.35 | 76.2 | 0.51 | 0.88 | 34,947 | −1 |
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