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High validation accuracy 5.
Using LOOCV, the proposed framework achieved a validation accuracy of 0.92 with five features selected.
The resulting model is the best prediction model with the highest LOOCV validation accuracy.
The search process stops when validation accuracy cannot be further improved.
Although the validation accuracy is not high, the estimation failures occur near the correct N values.
The map achieved an absolute validation accuracy of 80%, and 59% at a 95% confidence level.
Similar(34)
The threshold value that achieved the highest cross-validation accuracy was selected.
The parameter combination resulting in the highest cross-validation accuracy was selected.
Fig. 10 Cross-validation accuracy for sex, age and income prediction.
Here, the guess cross-validation accuracy aims to prevent support vector machines from overfitting.
The classifier achieved cross-validation accuracy of 78.6, 64.7 and 61.5% for sex, age and income prediction respectively.
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