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61
Search-Based Software Engineering : 12th International Symposium, SSBSE 2020, Bari, Italy, October 7–8, 2020, Proceedings
Published 2020
Springer International Publishing
Table of Contents:
“
... -- Impact of Test Suite Coverage on
Overfitting
in Genetic Improvement of Software -- Bet and Run for Test...
”
Read Now
62
PyTorch recipes : A Problem-Solution Approach to Build, Train and Deploy Neural Network Models
by
Mishra, Pradeepta
Published 2022
Apress L. P.
Table of Contents:
“
... -- Recipe 3-13. Restricting Model
Overfitting
-- Problem -- Solution -- How It Works -- Recipe 3-14...
”
Call Number:
QA76.73.P98
Read Now
63
Regression analysis with Python : learn the art of regression analysis with Python
by
Massaron, Luca
,
Boschetti, Alberto
Published 2016
Packt Publishing
Table of Contents:
“
... underfitting and
overfitting
; Summary; Chapter 4: Logistic Regression; Defining a classification problem...
”
Call Number:
QA278.2
Read Now
64
Deep Learning with JavaScript
by
Bileschi, Stanley
,
Cai, Shanqing
,
Nielsen, Eric
Published 2020
Manning Publications
Table of Contents:
“
... and exploration -- Exercises -- Summary -- Chapter 8. Underfitting,
overfitting
, and the universal workflow...
”
Read Now
65
Advances in Bioinformatics and Computational Biology : 4th Brazilian Symposium on Bioinformatics, BSB 2009, Porto Alegre, Brazil, July 29-31, 2009, Proceedings
Published 2009
Springer Berlin Heidelberg
Table of Contents:
“
...Algorithmic Approaches for Molecular Biology Problems -- Genotype Tagging with Limited
Overfitting
...
”
Read Now
66
Data Science Projects with Python - Second Edition
by
Klosterman, Stephen
Published 2021
Packt Publishing
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67
Machine Learning - kurz & gut : Eine Einführung mit Python, Pandas und Scikit-Learn
by
Nguyen, Chi Nhan
Published 2021
o'Reilly
Table of Contents:
“
... --
Overfitting
-- Underfitting -- Eine bessere Feature-Auswahl -- Weiterführende Links -- Kapitel 3: Datenimport...
”
Call Number:
Q325.5
Read Now
68
Machine Learning - EWSL-91 : European Working Session on Learning, Porto, Portugal, March 6-8, 1991. Proceedings
Published 1991
Springer Berlin Heidelberg
Table of Contents:
“
...When does
overfitting
decrease prediction accuracy in induced decision trees and rule sets? -- Semi...
”
Read Now
69
Deep Learning with Python : Learn Best Practices of Deep Learning Models with PyTorch
by
Ketkar, Nikhil
,
Moolayil, Jojo
Published 2021
Apress
“
... machine learning fundamentals such as
overfitting
, underfitting, and regularization. Understand deep...
”
Read Now
70
Supervised learning with Python : concepts and practical implementation using Python
by
Verdhan, Vaibhav
Published 2020
Apress
“
... supervised learning solutions for structured data as well as text and images Solve issues around
overfitting
...
”
Call Number:
Q325.5
Read Now
71
Applied Deep Learning : A Case-Based Approach to Understanding Deep Neural Networks
by
Michelucci, Umberto
Published 2018
Apress
“
... of solving problems originating from variance, bias,
overfitting
, and datasets coming from different...
”
Read Now
72
New Frontiers in Artificial Intelligence : JSAI-isAI 2022 Workshop, JURISIN 2022, and JSAI 2022 International Session, Kyoto, Japan, June 12–17, 2022, Revised Selected Papers
Published 2023
Springer Nature Switzerland
Table of Contents:
“
... Industry Information --
Overfitting
Problem in the Approximate Bayesian Computation Method Based on Maxima...
”
Read Now
73
Advances in Multivariate Data Analysis : Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Palermo...
Published 2004
Springer Berlin Heidelberg
Table of Contents:
“
...Classification Methods with Applications -- The STP Procedure as
Overfitting
Avoidance Tool...
”
Read Now
74
Deep learning : crash course 2023
Published 2023
Packt Publishing
“
... and optimization algorithms Learn techniques for improving model performance and reducing
overfitting
Apply deep...
”
Call Number:
Q325.73
Read Now
75
The TensorFlow Workshop
by
Moocarme, Matthew
,
So, Anthony
,
Maddalone, Anthony
Published 2021
Packt Publishing
“
... layers Perform hyperparameter-tuning to prevent
overfitting
of training data Use pre-trained models...
”
Call Number:
Q325.5
Read Now
76
Evaluating Classification and Regression Systems (Machine Learning with Python for Everyone Series), Part 2
by
Fenner, Mark
Published 2021
Addison-Wesley Professional
“
... to Intermediate Learn How To Recognize underfitting and
overfitting
with graphical plots. Make use of resampling...
”
Read Now
77
Deep learning with Python : learn best practices of deep learning models with PyTorch
by
Ketkar, Nikhil
,
Moolayil, Jojo
Published 2021
Apress
“
... machine learning fundamentals such as
overfitting
, underfitting, and regularization. Understand deep...
”
Call Number:
QA76.73.P98
Read Now
78
Applied supervised learning with R : use machine learning libraries of R to build models that solve business problems and predict future trends
by
Ramasubramanian, Karthik
,
Moolayil, Jojo
Published 2019
Packt Publishing
Call Number:
Q325.5
Read Now
79
AWS Certified Machine Learning-Specialty (ML-S)
by
Gift, Noah
Published 2019
Pearson IT Certification
Read Now
80
Deep Learning with PyTorch
by
Antiga, Luca
,
Viehmann, Thomas
,
Stevens, Eli
Published 2020
Manning Publications
Table of Contents:
“
... -- 5.5.2 Optimizers a la carte -- 5.5.3 Training, validation, and
overfitting
-- 5.5.4 Autograd nits...
”
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