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Software Analytics
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Software Defect Prediction
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Model Tuning
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Software Defect Prediction Model
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Analytic Understanding
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Model Evaluation
60%
Inconsistency
40%
Hyperparameter Optimization
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Hyperparameter Tuning
40%
Prediction Studies
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Performance Improvement
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Machine Learning Models
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Training Data
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Random Forest
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Software Engineering
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Software Project
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Hyperparameters
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Performance Metrics
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K-nearest
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Optimal Performance
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Higher Rank
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Data Complexity
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Analytic Model
20%
Engineering Problems
20%
Historical Data
20%
Class Overlap
20%
Optimal Hyperparameters
20%
Tree number
20%
Ranking Model
20%
MCC Score
20%
Configurable Parameters
20%
Multiple Tuning
20%
Hyperparameter Selection
20%
Computer Science
Prediction Model
100%
Defect Prediction
100%
Software Defect
100%
Software Analytics
100%
Leaning Parameter
42%
Performance Model
28%
Hyperparameter Optimization
28%
Random Decision Forest
14%
Software Engineering
14%
Case Study
14%
Software Project
14%
Training Data
14%
Good Indicator
14%
Performance Metric
14%
Performance Improvement
14%
Optimal Performance
14%
Reproducibility
14%
Data Complexity
14%
Historical Data
14%
Analytic Model
14%
Engineering Problem
14%
Data Attribute
14%
Machine Learning Model
14%
Literature Review
14%