Skip to search form
Skip to main content
Skip to account menu
Semantic Scholar
Semantic Scholar's Logo
Search 217,275,343 papers from all fields of science
Search
Sign In
Create Free Account
Predictive modelling
Known as:
CARBOB
, Predictive Models
, California Predictive Model
Expand
Predictive modeling uses statistics to predict outcomes. Most often the event one wants to predict is in the future, but predictive modelling can be…
Expand
Wikipedia
(opens in a new tab)
Create Alert
Alert
Related topics
Related topics
23 relations
Biostatistics
Chaos theory
Customer relationship management
Data mining
Expand
Broader (1)
Statistical classification
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Review
2016
Review
2016
A Survey of Predictive Modeling on Imbalanced Domains
Paula Branco
,
Luís Torgo
,
Rita P. Ribeiro
ACM Computing Surveys
2016
Corpus ID: 17123336
Many real-world data-mining applications involve obtaining predictive models using datasets with strongly imbalanced…
Expand
Highly Cited
2016
Highly Cited
2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
E. Choi
,
M. T. Bahadori
,
Jimeng Sun
,
Joshua A. Kulas
,
A. Schuetz
,
W. Stewart
Neural Information Processing Systems
2016
Corpus ID: 948039
Accuracy and interpretability are two dominant features of successful predictive models. Typically, a choice must be made in…
Expand
Highly Cited
2013
Highly Cited
2013
Applied Predictive Modeling
M. Kuhn
,
Kjell Johnson
2013
Corpus ID: 60246745
General Strategies.- Regression Models.- Classification Models.- Other Considerations.- Appendix.- References.- Indices.
Highly Cited
2008
Highly Cited
2008
Building Predictive Models in R Using the caret Package
M. Kuhn
2008
Corpus ID: 60488129
The caret package, short for classification and regression training, contains numerous tools for developing predictive models…
Expand
Highly Cited
2006
Highly Cited
2006
Maximum entropy modeling of species geographic distributions
Steven J. Phillips
,
R. Anderson
,
R. Schapire
2006
Corpus ID: 10285111
Highly Cited
2002
Highly Cited
2002
Blackwell Publishing Ltd.
2002
Corpus ID: 13187378
Review
2000
Review
2000
Predictive habitat distribution models in ecology
A. Guisan
,
N. Zimmermann
2000
Corpus ID: 17473639
Highly Cited
1997
Highly Cited
1997
A predictive model for rare earth element partitioning between clinopyroxene and anhydrous silicate melt
B. Wood
,
J. Blundy
1997
Corpus ID: 109926995
Abstract We present a quantitative model to describe the partitioning of rare earth elements (REE) and Y between clinopyroxene…
Expand
Review
1996
Review
1996
Genetics and Analysis of Quantitative Traits
M. Lynch
,
B. Walsh
1996
Corpus ID: 83416595
I. The Genetic Basis of Quantitative Variation - An Overview of Quantitative Genetics - Properties of Distributions - Covariance…
Expand
Highly Cited
1993
Highly Cited
1993
Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization
H. Mühlenbein
,
Dirk Schlierkamp-Voosen
Evolutionary Computation
1993
Corpus ID: 16085506
In this paper a new genetic algorithm called the Breeder Genetic Algorithm (BGA) is introduced. The BGA is based on artificial…
Expand
By clicking accept or continuing to use the site, you agree to the terms outlined in our
Privacy Policy
(opens in a new tab)
,
Terms of Service
(opens in a new tab)
, and
Dataset License
(opens in a new tab)
ACCEPT & CONTINUE