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1
Software testing process flowchart.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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2
The ROC of LR for three classes.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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3
The ROC of MNB for three classes.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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4
Problem solution process model.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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5
The ROC of SVM for three classes.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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6
The ROC of RF for three classes.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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7
The ROC of GNB for three classes.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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8
The accuracy of classifiers and voting plans.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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9
A summary of state-of-the-art in the literature.
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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10
Metrics formula [24].
Published 2025“…Results demonstrate that the developed appraoch is highly accurate and significantly faster than manual classification, which can dramatically decrease software development time and cost.…”
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11
Complexity comparison of different models.
Published 2025“…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …”
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12
Dynamic window based median filtering algorithm.
Published 2025“…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …”
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13
Flow of operation of improved KMA.
Published 2025“…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …”
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14
Improved DAE based on LSTM.
Published 2025“…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …”
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15
Autoencoder structure.
Published 2025“…The computational complexity of the improved model decreased dramatically, but the average classification accuracy was only 1.6% lower than that before the improvement. …”