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21
New Approaches to Organization Design : Theory and Practice of Adaptive Enterprises
Published 2009
Springer US
Table of Contents:
“
..., and Performance -- Underfits Versus
Overfits
in the Contingency Theory of Organizational Design: Asymmetric...
”
Read Now
22
Clinical Prediction Models : A Practical Approach to Development, Validation, and Updating
by
Steyerberg, Ewout W.
Published 2019
Springer International Publishing
Table of Contents:
“
... -- Statistical Models for Prediction --
Overfitting
and optimism in prediction models -- Choosing between...
”
Read Now
23
Deep learning with R for beginners : design neural network models in R 3.5 using TensorFlow, Keras, and MXNet
by
Hodnett, Mark
Published 2019
Packt Publishing
Call Number:
Q325.5
Read Now
24
Clinical Prediction Models : A Practical Approach to Development, Validation, and Updating
by
Steyerberg, Ewout W.
Published 2009
Springer New York
Table of Contents:
“
... for Prediction --
Overfitting
and optimism in prediction models -- Choosing between alternative statistical...
”
Read Now
25
TENSORFLOW DEVELOPER CERTIFICATE GUIDE : efficiently tackle deep learning and ML problems to ace the Developer Certificate exam
by
Fagbohun, Oluwole
Published 2023
Packt Publishing Ltd.
“
... common hurdles such as
overfitting
and data augmentation. With this book, you'll discover a wide range...
”
Call Number:
Q325.5
Read Now
26
Model selection and model averaging
by
Claeskens, Gerda
,
Hjort, Nils Lid
Published 2008
Cambridge University Press
“
... the best? With so many candidate models,
overfitting
is a real danger. Is the monkey who typed Hamlet...
”
Call Number:
QA276.18
Read Now
27
Introduction to TensorFlow-Slim : complex TensorFlow model building and training made easy
by
Bertin, Marvin
Published 2017
O'Reilly
“
... be familiar with the core concepts of data science theory (train/test splits,
overfitting
and underfitting...
”
Call Number:
Q325.5
Read Now
28
Principles of Data Mining
by
Bramer, Max
Published 2013
Springer London
Table of Contents:
“
... the Predictive Accuracy of a Classifier -- Continuous Attributes -- Avoiding
Overfitting
of Decision Trees...
”
Read Now
29
Neural Networks and the Financial Markets : Predicting, Combining and Portfolio Optimisation
by
Shadbolt, Jimmy
Published 2002
Springer London
Table of Contents:
“
... -- 6 General Form of Models of Financial Markets -- 7
Overfitting
, Generalisation and Regularisation...
”
Read Now
30
Natural Computing in Computational Finance : Volume 4
Published 2012
Springer Berlin Heidelberg
Table of Contents:
“
... Algorithmic Investigation of US Corporate Payout Policy Determination -- 8 Tackling
Overfitting
...
”
Read Now
31
Principles of Data Mining
by
Bramer, Max
Published 2016
Springer London
Table of Contents:
“
... the Predictive Accuracy of a Classifier -- Continuous Attributes -- Avoiding
Overfitting
of Decision Trees...
”
Read Now
32
Artificial Intelligence for Edge Computing
Published 2023
Springer International Publishing
Table of Contents:
“
...-Supervised Learning from Unlabeled IoT Data -- Chapter 3: On the Generalization Power of
Overfitted
Two-Layer...
”
Read Now
33
Machine Learning with R, the tidyverse, and mlr
by
Rhys, Hefin
Published 2020
Manning Publications
Table of Contents:
“
... -- Nonlinear regression with generalized additive models -- Preventing
overfitting
with ridge regression, LASSO...
”
Call Number:
Q325.5
Read Now
34
Principles of Data Mining
by
Bramer, Max
Published 2020
Springer London
Table of Contents:
“
... the Predictive Accuracy of a Classifier -- Continuous Attributes -- Avoiding
Overfitting
of Decision Trees...
”
Read Now
35
Soft Computing for Knowledge Discovery and Data Mining
Published 2008
Springer US
Table of Contents:
“
... of Random Noise -- The Impact of
Overfitting
and Overgeneralization on the Classification Accuracy in Data...
”
Read Now
36
Deep learning : a visual approach
by
Glassner, Andrew S.
Published 2021
No Starch Press, Inc.
Table of Contents:
“
...: Training and testing -- Chapter 9:
Overfitting
and underfitting -- Chapter 10: Data preparation -- Chapter...
”
Call Number:
Q325.5
Read Now
37
Formal Concept Analysis : 14th International Conference, ICFCA 2017, Rennes, France, June 13-16, 2017, Proceedings
Published 2017
Springer International Publishing
Table of Contents:
“
... Entropy Entailment for Quantified Implications. - On
overfitting
of classifiers making a lattice...
”
Read Now
38
R deep learning essentials : a step-by-step guide to building deep learning models using TensorFlow, Keras, and MXNet
by
Hodnett, Mark
,
Wiley, Joshua F.
Published 2018
Packt Publishing
Table of Contents:
“
... -- The problem of
overfitting
data - the consequences explained -- Use case - building and applying a neural...
”
Call Number:
QA276.45.R3
Read Now
39
Advanced machine learning with scikit-learn : tools and techniques for predictive analytics in Python
by
Mueller, Andreas C.
Published 2015
O'Reilly
“
... that already have experience with Python. You will start by learning about model complexity,
overfitting
...
”
Call Number:
Q325.5
Read Now
40
TIDY MODELING WITH R : a framework for modeling in the Tidyverse
Published 2022
O'REILLY MEDIA, INC, USA
“
... fluently Examine the options for avoiding common pitfalls of modeling, such as
overfitting
Learn practical...
”
Call Number:
QA76.9.C65
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