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81
Bayesian Learning for Neural Networks
by
Neal, Radford M.
Published 1996
Springer New York
“
... to be used without fear of the "
overfitting
" that can occur with traditional training methods. Insight...
”
Read Now
82
Artificial Evolution : 6th International Conference, Evolution Artificielle, EA 2003, Marseilles, France, October 27-30, 2003, Revised Selected Papers
Published 2004
Springer Berlin Heidelberg
Table of Contents:
“
... in Genetic Programming -- Exploring
Overfitting
in Genetic Programming -- Coevolution and Agent Systems...
”
Read Now
83
Bio-Mimetic Approaches in Management Science
Published 1998
Springer US
“
...), or by investigating specific issues like
overfitting
and robustness. Synthesizing overviews are provided, as well...
”
Read Now
84
The evaluation and optimization of trading strategies
by
Pardo, Robert
Published 2008
John Wiley
Table of Contents:
“
...: Optimization -- OPTIMIZATION CONTRA
OVERFITTING
-- A SIMPLE OPTIMIZATION -- THE OPTIMIZATION FRAMEWORK --...
”
Call Number:
HG4515.5
Read Now
85
Testing and Tuning Market Trading Systems : Algorithms in C++
by
Masters, Timothy
Published 2018
Apress
“
... legitimately Detect
overfitting
early in development Estimate the probability that your system's backtest...
”
Read Now
86
Research and Development in Intelligent Systems XVIII : Proceedings of ES2001, the Twenty-first SGES International Conference on Knowledge Based Systems and Applied Artifical Intel...
Published 2002
Springer London
Table of Contents:
“
... -- Session 1: Machine Learning -- Using J-Pruning to Reduce
Overfitting
in Classification Trees...
”
Read Now
87
Learning Bayesian models with R : become an expert in Bayesian machine learning methods using R and apply them to solve real-world big data problems
by
Koduvely, Hari M.
Published 2015
Packt Publishing
Table of Contents:
“
... for machine learning? -- Model
overfitting
and bias-variance tradeoff -- Selecting models of optimum...
”
Call Number:
QA76.9.Q36
Read Now
88
Statistical application development with R and Python : power of statistics using R and Python
by
Tattar, Prabhanjan Narayanachar
Published 2017
Packt Publishing
Table of Contents:
“
... -- The
overfitting
problem -- Time for action -- understanding
overfitting
-- What just happened? -- Doing...
”
Call Number:
QA276.45.R3
Read Now
89
Recommender systems complete course beginner to advanced
Published 2023
Packt Publishing
Call Number:
ZA3084
Read Now
90
THE REGULARIZATION COOKBOOK : explore practical recipes to improve the functionality of your ML models
by
Vandenbussche, Vincent
Published 2023
Packt Publishing Ltd.
“
...What you will learn Diagnose
overfitting
and the need for regularization Regularize common linear...
”
Call Number:
Q325.5
Read Now
91
Recommender systems with machine learning
Published 2023
Packt Publishing
Call Number:
ZA3084
Read Now
92
R for everyone : advanced analytics and graphics
by
Lander, Jared P.
Published 2014
Addison-Wesley
Call Number:
QA76.73.R3
Read Now
93
Hands-on machine learning with scikit-learn and scientific Python toolkits : a practical guide to implementing supervised and unsupervised machine learning algorithms in Python
by
Amr, Tarek
Published 2020
Packt Publishing, Limited
Table of Contents:
“
... criteria -- Preventing
overfitting
-- Predictions -- Getting a more reliable score -- What to do now to get...
”
Call Number:
Q325.5
Read Now
94
Artificial Evolution : 5th International Conference, Evolution Artificielle, EA 2001, Le Creusot, France, October 29-31, 2001. Selected Papers
Published 2002
Springer Berlin Heidelberg
Table of Contents:
“
...: An
Overfitting
Control for Genetic Programming in a Remote Sensing Application -- Avoiding the Bloat...
”
Read Now
95
Applied deep learning with Python : use scikit-learn, TensorFlow, and Keras to create intelligent systems and machine learning solutions
by
Galea, Alex
,
Capelo, Luis
Published 2018
Packt Publishing
Table of Contents:
“
... to Modeling -- Training a Neural Network -- Reshaping Time-Series Data -- Making Predictions --
Overfitting
...
”
Call Number:
QA76.73.P98
Read Now
96
Machine learning with LightGBM and Python : a practitioner's guide to developing production-ready machine learning systems
by
Van Wyk, Andrich
Published 2023
Packt Publishing Ltd.
Table of Contents:
“
... -- Models -- Hyperparameters -- Datasets --
Overfitting
and generalization -- Supervised learning -- Model...
”
Call Number:
QA76.73.P98
Read Now
97
Computer Aided Verification : 31st International Conference, CAV 2019, New York City, NY, USA, July 15-18, 2019, Proceedings, Part I
Published 2019
Springer International Publishing
Table of Contents:
“
... with Probabilistic Constraints -- Membership-based Synthesis of Linear Hybrid Automata --
Overfitting
in Synthesis...
”
Read Now
98
AI and Machine Learning for Coders
by
Moroney, Laurence
Published 2020
O'Reilly Media, Incorporated
Table of Contents:
“
...-Discovering
Overfitting
-- Stopping Training -- Summary -- Chapter 3. Going Beyond the Basics: Detecting...
”
Call Number:
Q325.5
Read Now
99
Scala for machine learning : leverage Scala and machine learning to construct and study systems that can learn from data
by
Nicolas, Patrick R.
Published 2014
Packt Publishing
Table of Contents:
“
... decomposition;
Overfitting
; Summary; Chapter 3: Data Preprocessing; Time series; Moving averages; The simple...
”
Call Number:
QA76.73.S28
Read Now
100
Predictive analytics using Rattle and Qlik sense : create comprehensive solutions for predictive analysis using Rattle and share them with Qlik Sense
by
Pagans, Ferran Garcia
Published 2015
Packt Publishing
Table of Contents:
“
... and information gain; Underfitting and
overfitting
...
”
Call Number:
QA76.9.D343
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