MLPACK
1.0.10
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Linear algebra utility functions, generally performed on matrices or vectors. More...
Namespaces | |
amf | |
bound | |
cf | |
Collaborative filtering. | |
data | |
Functions to load and save matrices. | |
decision_stump | |
det | |
Density Estimation Trees. | |
distribution | |
Probability distributions. | |
emst | |
Euclidean Minimum Spanning Trees. | |
fastmks | |
Fast max-kernel search. | |
gmm | |
Gaussian Mixture Models. | |
hmm | |
Hidden Markov Models. | |
kernel | |
Kernel functions. | |
kmeans | |
K-Means clustering. | |
kpca | |
lcc | |
math | |
Miscellaneous math routines. | |
metric | |
mvu | |
naive_bayes | |
The Naive Bayes Classifier. | |
nca | |
Neighborhood Components Analysis. | |
neighbor | |
Neighbor-search routines. | |
nn | |
optimization | |
pca | |
perceptron | |
radical | |
range | |
Range-search routines. | |
regression | |
Regression methods. | |
sparse_coding | |
svd | |
tree | |
Trees and tree-building procedures. | |
util | |
Classes | |
class | CLI |
Parses the command line for parameters and holds user-specified parameters. More... | |
class | Log |
Provides a convenient way to give formatted output. More... | |
struct | ParamData |
Aids in the extensibility of CLI by focusing potential changes into one structure. More... | |
class | Timer |
The timer class provides a way for MLPACK methods to be timed. More... | |
class | Timers |
Linear algebra utility functions, generally performed on matrices or vectors.
This class is used to update the weightVectors matrix according to the simple update rule as discussed by Rosenblatt:
if a vector x has been incorrectly classified by a weight w, then w = w - x and w'= w'+ x
where w' is the weight vector which correctly classifies x.