6.10.2. statsmodels.sandbox.tools.cross_val¶
Utilities for cross validation.
taken from scikits.learn
# Author: Alexandre Gramfort <alexandre.gramfort@inria.fr>, # Gael Varoquaux <gael.varoquaux@normalesup.org> # License: BSD Style. # $Id$
- changes to code by josef-pktd:
- docstring formatting: underlines of headers
6.10.2.1. Functions¶
split(train_indexes, test_indexes, *args) |
For each arg return a train and test subsets defined by indexes provided |
6.10.2.2. Classes¶
KFold(n, k) |
K-Folds cross validation iterator: |
KStepAhead(n[, k, start, kall, return_slice]) |
KStepAhead cross validation iterator: |
LeaveOneLabelOut(labels) |
Leave-One-Label_Out cross-validation iterator: |
LeaveOneOut(n) |
Leave-One-Out cross validation iterator: |
LeavePOut(n, p) |
Leave-P-Out cross validation iterator: |