Validation of Automated Scoring Systems SVMs DL PRMSE
- Author(s):
-
Yan, Duanli;
Bridgeman, Brent
- Publication Year:
- 2020
- Source:
-
Yan, Duanli; Rupp, Andre A.; Foltz, Peter (eds.) Handbook of Automated Scoring: Theory into Practice. Boca Raton, FL: CRC Press, 2020, p297-318
- Document Type:
- Chapter
- Page Count:
- 22
- Subject/Key Words:
-
Automated Scoring and Natural Language Processing,
Validation,
Human Raters,
Essay Scoring,
Speech Scoring,
Intelligent Tutoring Systems,
Group Differences,
Linear Regression,
Support Vector Machines (SVMs),
Neural Networks,
Deep Learning (DL),
Best Linear Predictors,
Validity Argument,
Proportional Reduction in Mean-Squared Error (PRMSE),
True Scores,
Validity
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