Analysis of Changes Depend on Use Cases

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Significance level1610.90.80.70.60.50.4w1w20.30.20.10M4 M3 M2 M1
Evaluati<strong>on</strong> – Classificati<strong>on</strong> tables17ObservedPVM1 (size = 303) M2 (size = 310)PredictedPredictedPVPercentage ObservedPVNo Yes CorrectNo YesPercentageCorrectNo 253 22 92 No 253 31 89.08PVYes 15 13 46.43 Yes 23 3 11.54Overall 87.79 Overall 82.58ObservedPVM3 (size = 276) M4 (size = 221)PredictedPredictedPVPercentage ObservedPVNo Yes CorrectNo YesPercentageCorrectNo 108 111 49.32 No 108 70 60.67PVYes 20 37 64.91 Yes 20 23 53.49Overall 52.54 Overall 59.28
Page 1 and 2: A PREDICTION MODEL FORREQUIREMENTS
Page 3 and 4: Intuitions3 Requirements which are
Page 5 and 6: Example5Requirements12345Change His
Page 7 and 8: Prediction Approach7 Logistic Regre
Page 9 and 10: Overview of Approa
Page 11 and 12: Data Collection11 added = 2, modifi
Page 13 and 14: Data13 To investigate the performan
Page 15: Prediction Model15# Model M4 M3 M2
Page 19 and 20: Percentage Correct19100.00%90.00%80
Page 21 and 22: Feedback from the Company21 Action
Page 23 and 24: 23Thank you!

Analysis of Changes Depend on Use Cases

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