id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fis-3240	Nguyen, Tran-Hieu; Vu, Anh-Tuan	Evaluating structural safety of trusses using Machine Learning	2021	11	.pdf	application/pdf	4878	311	64	The hyperparameters tuning of ML models is conducted by combining the grid search M T.-H. Nguyen et alii, Frattura ed Integrità Strutturale, 58 (2021) 308-318; DOI: 10.3221/IGF-ESIS.58.23 315 method and k-fold cross-validation. Algorithm Hyperparameters  SVM kernel=’rbf’; C=1000; gamma=0.1 ANN architecture (100-100-100-2); activation=’relu’; solver=Adam; batch_size=5; max_iter=1000 AdaBoost base_estimator=DecisionTreeClassifier; max_depth=2; n_estimators=100; learning_rate=1 Table 3: Hyperparameters of ML models.	cache/fis-3240.pdf	txt/fis-3240.txt