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mapkob's Issues

Allow base length parameter for ngrams

Right now models are trained on which n-1 words follow the last word.
You should be able to train which n-base words follow the last base words.

word1 word2 word3 word4 word5
  1     2     3     4     5
  B     T     T     T     T  // Base 1
  B     B     T     T     T  // Base 2
  B     B     B     T     T  // Base 3
  B     B     B     B     T  // Base 4

Requirement: 1 >= Base < n

FIx Reduction of empty array error

mapkob.Row.prototype.sum generates

C:\Users\Robin\Desktop\mapkob.js:239
}, this).reduce(function(x, y) {
^

TypeError: Reduce of empty array with no initial value
at Array.reduce (native)
at mapkob.Row.sum (C:\Users\Robin\Desktop\mapkob.js:239:12)
at mapkob.Row.probabilities (C:\Users\Robin\Desktop\mapkob.js:251:18)
at mapkob.TransitionMatrix.generateChain (C:\Users\Robin\Desktop\mapkob.js:190:7)
at Object. (C:\Users\Robin\Desktop\mapkob.js:318:19)
at Module._compile (module.js:413:34)
at Object.Module._extensions..js (module.js:422:10)
at Module.load (module.js:357:32)
at Function.Module._load (module.js:314:12)
at Function.Module.runMain (module.js:447:10)
[Finished in 19.1s]

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