User:Ralphsf/Books/PL.PDT

The Math, Computer Science and BioScience behind Protolife

 * Introduction
 * ProtoLife


 * Machine Learning
 * Machine learning
 * Stochastic
 * Artificial neural network
 * Types of artificial neural networks
 * Decision tree learning
 * Support vector machine
 * Regression analysis
 * Survival analysis
 * Naive Bayes classifier
 * K-nearest neighbors algorithm


 * Statistics, Analystics, Prediction
 * Mathematical model
 * Statistical model
 * Predictive analytics
 * Spatial analysis
 * Dependent and independent variables
 * Simple linear regression
 * Logistic regression
 * Multinomial logistic regression
 * Probit model
 * Time series


 * Information Science
 * Data mining
 * IBM
 * Infosphere
 * SAS (software)
 * SPSS
 * JMP (statistical software)


 * BioScience Topics of Relevance
 * High-throughput screening
 * Chemical synthesis
 * Combinatorial chemistry