A node in an FP tree.

Caruana-style ensemble selection [1][2] Parameters: ----------- `db_file` : string Name of file for sqlite db backing store.

An FP tree. This object may only store transaction items that are hashable (i.e., all items must be valid as dictionary keys or set memb

Q matrices for various formulations

Kernel Cache l is the number of total data items size is the cache size limit in bytes

Unit test for simple App.

This class converts text files containing space-delimited floating point numbers into Mahout sequence files of VectorWritable suitable for input to th

Unit test for simple App.

Hello world!

@author sunila-gollapudi

@author sunila-gollapudi

Unit test for simple App.

@author Viviana Petrescu

Unit test for simple App.

Kernel evaluation the static method k_function is for doing single kernel evaluation the constructor of Kernel prepares to calculate the l*l kernel m

Unit test for simple App.

An SMO algorithm in Fan et al., JMLR 6(2005), p. 1889--1918 Solves: min 0.5(\alpha^T Q \alpha) + p^T \alpha y^T \alpha = \delta y_i = +1 or -1 0 <=

Solver for nu-svm classification and regression additional constraint: e^T \alpha = constant

decision_function

Just wraps sklearn svm classifier

svm_model