SHAP local value of two specific cases.

SHAP local value of two specific cases.

<p>(a) Actual value 18.33 W vs Predicted value 16.04 W of solar energy. (b) Actual value 12.42 W vs Predicted value 12.58 W of solar energy.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Huu Nam Nguyen (20496143) (author)
مؤلفون آخرون: Quoc Thanh Tran (20496146) (author), Canh Tung Ngo (20496149) (author), Duc Dam Nguyen (20496152) (author), Van Quan Tran (12269790) (author)
منشور في: 2025
الموضوعات:
Ecology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
mean absolute error
manage grid stability
machine learning models
juxtaposed using metrics
increasingly important role
growing trend globally
brings many benefits
solar energy prediction
solar energy generated
predicting solar energy
optimize energy storage
important energy source
forecasting solar energy
shap analysis reveal
xgboost ), k
gradient boosting regressor
factors like humidity
div >< p
2 </ sup
catboost model emerges
energy industry
catboost regressor
model accuracy
comparative analysis
neighbors regressor
lightgbm ),
catboost ).
wind speed
used including
training values
results show
pressure serve
photovoltaic panel
meticulously assessed
intermittent nature
greatest influences
cloud ceiling
balance supply
ambient temperature
748 w
583 w
478 w
367 w
21045 samples
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