81
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...

82
Published 2004
Springer Berlin Heidelberg
Table of Contents: ... in Genetic Programming -- Exploring Overfitting in Genetic Programming -- Coevolution and Agent Systems...

83
Published 1998
Springer US
...), or by investigating specific issues like overfitting and robustness. Synthesizing overviews are provided, as well...

84
by Pardo, Robert
Published 2008
John Wiley
Table of Contents: ...: Optimization -- OPTIMIZATION CONTRA OVERFITTING -- A SIMPLE OPTIMIZATION -- THE OPTIMIZATION FRAMEWORK --...

85
by Masters, Timothy
Published 2018
Apress
... legitimately Detect overfitting early in development Estimate the probability that your system's backtest...

86
Published 2002
Springer London
Table of Contents: ... -- Session 1: Machine Learning -- Using J-Pruning to Reduce Overfitting in Classification Trees...

87
by Koduvely, Hari M.
Published 2015
Packt Publishing
Table of Contents: ... for machine learning? -- Model overfitting and bias-variance tradeoff -- Selecting models of optimum...

88
by Tattar, Prabhanjan Narayanachar
Published 2017
Packt Publishing
Table of Contents: ... -- The overfitting problem -- Time for action -- understanding overfitting -- What just happened? -- Doing...

89
Published 2023
Packt Publishing

90
by Vandenbussche, Vincent
Published 2023
Packt Publishing Ltd.
...What you will learn Diagnose overfitting and the need for regularization Regularize common linear...

91
Published 2023
Packt Publishing

92
by Lander, Jared P.
Published 2014
Addison-Wesley

93
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...

94
Published 2002
Springer Berlin Heidelberg
Table of Contents: ...: An Overfitting Control for Genetic Programming in a Remote Sensing Application -- Avoiding the Bloat...

95
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...

96
by Van Wyk, Andrich
Published 2023
Packt Publishing Ltd.
Table of Contents: ... -- Models -- Hyperparameters -- Datasets -- Overfitting and generalization -- Supervised learning -- Model...

97
Published 2019
Springer International Publishing
Table of Contents: ... with Probabilistic Constraints -- Membership-based Synthesis of Linear Hybrid Automata -- Overfitting in Synthesis...

98
by Moroney, Laurence
Published 2020
O'Reilly Media, Incorporated
Table of Contents: ...-Discovering Overfitting -- Stopping Training -- Summary -- Chapter 3. Going Beyond the Basics: Detecting...

99
by Nicolas, Patrick R.
Published 2014
Packt Publishing
Table of Contents: ... decomposition; Overfitting; Summary; Chapter 3: Data Preprocessing; Time series; Moving averages; The simple...

100
by Pagans, Ferran Garcia
Published 2015
Packt Publishing
Table of Contents: ... and information gain; Underfitting and overfitting...