accuracy at a given coverage percentage @param cov coverage percentage @return accuracy value

If there is a special start state in the CRF that is not included in the label set, then we need to add it here. Constraints can then check if a stat

Perform the backward pass of Viterbi, returning the n-best sequences of States. Note that the length of each State Sequence is inputLength+1, because

Perform the backward pass of Viterbi, returning the n-best sequences of ViterbiNodes. Each ViterbiNode contains the state, output symbol, and other in

Constructs a junction tree from a given factor graph. Does not perform BP in the resulting graph. So this gives you the structure of a jnuction tre

Converts a the sequence of labels into a set of labeled spans. Essentially, this converts the output of sequence labeling into an extraction output.

Converts each instance containing a FeatureVectorSequence to multiple instances, each containing an AugmentableFeatureVector as data. @param ilist In

@param clustering @param i @param j @return A new copy of <code>clustering</code> in which clusters with labels <code>i</code> and <code>j</code> have

@param neighbor @return A higher score indicates that the modified Clustering is preferred.

@return If the ClusteringEvaluator maintains state between calls to evaluate, this method will return the total evaluation metric since the first eval

Computes the composite constraint feature value (over all constraint features) for FeatureVector fv and a transition from state li1 to li2. @param in

Gets the raw counts for a specified label. @param label Label to get counts for @see #TRUE_POSITIVE @see #FALSE_POSITIVE @see #FALSE_NEGATIVE @se

Returns the conditional distribution <tt>P ( node | Parents (node) )</tt>

Gets the swap file for the specified page @param page Page to get swap file for @return Swap file

Returns an optimizable CRF that contains a collection of objective functions. <p> If one doesn't exist then creates one and sets the optimizer to null

Gets the page for the specified instance index, swapping in if necessary @param index Instance index to get page for @param dirty If true mark page as

Get the queue position of this element. If the element is not in a queue, the returned value is meaningless. @return the current position

Return a tool for evaluating the marginal probability of new documents under this model