fzalkow/cl-mlep

cl-mlep is a Common Lisp Machine Learning library for Educational Purposes.

cl-mlep's Issues

Update cl-num-utils

Hello Frank,

I'm glad to have found this library; I've been looking for some machine learning code in Common Lisp that doesn't have a restrictive license, and found this because I'm the new maintainer of LLA, and when updating it in Quicklisp discovered some breakage.

cl-num-utils has been updated and renamed num-utils, and that's what now LLA uses. Here, when used together, there is a package name clash because LLA and cl-num-utils aren't in sync.

The fix is to change cl-num-utils -> num-utils in the mlep-add ASDF file.

No missing attribute values possible in naive-bayes

Got a version of transpose that does not cause nil's and thus no crash from http://comments.gmane.org/gmane.lisp.slime.devel/3887.

(defun transpose-list (l)
(cond ((some #'null l) '())
(t (cons (mapcar #'car l)
(transpose-list (mapcar #'cdr l)))))
)

Version 2.0?

Would you be interested in working together on an updated version of cl-mlep based on Lisp-Stat? Data frames, plotting and statistics are all built-in and I think cl-mlep would make a great introduction/tutorial for Lisp-Stat.

Run Bayes Crash

The following code is crashing run byes

(setf labels '(2 1 1 1 1 1 1 1))

(setf test-set '((99 0 21 98 97 0 0 0 0 96 95 18 94 84 93 14 13 53 92 10 9 8 91 90 89 88 87)))

(setf data '((86 0 21 85 0 0 0 0 0 67 19 18 67 84 83 14 13 63 62 10 9 82 81 80 79 78 3)
(77 0 21 76 0 0 0 0 0 75 19 18 74 65 73 14 13 63 52 10 9 72 71 70 59 69 3)
(68 0 21 56 0 0 0 0 0 67 19 18 66 65 64 14 13 63 62 10 9 8 61 60 59 58 3)
(57 0 21 56 0 0 0 0 0 55 19 18 55 43 54 14 13 53 52 10 9 8 51 50 49 48 3)
(47 0 21 46 0 0 0 0 0 45 19 18 44 43 42 14 13 12 11 10 9 8 41 40 39 38 3)
(37 0 21 20 0 0 0 0 0 36 19 18 35 27 15 14 13 12 34 10 9 8 33 32 31 30 3)
(29 0 21 20 0 0 0 0 0 28 19 18 28 27 15 14 13 12 11 10 9 8 26 25 24 23 3)
(22 0 21 20 0 0 0 0 0 17 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4 3)))

(setf my-bayes (make-instance 'mlep:naive-bayes
:data-set data
:set-labels labels
:test-set test-set))

If I hack the code like this it removes the error but I dont know if the default value of eish should be 0.

(defmethod run ((instance naive-bayes) &key)
(declare (optimize (debug 3)))
(with-slots (data-set set-labels test-set all-labels prior-probabilities likelihoods) instance
(when (/= (length data-set) (length set-labels))
(error "Each item in data-set' has to have a label inset-labels'. (At the moment they are of unequal length.)"))
(let ((result))
(dolist (item test-set (nreverse result))
(let ((probabilities))
(dolist (label all-labels)
(let ((tmp-prob (rest (find label prior-probabilities :key #'first))))
(dotimes (i (length item))
(let ((eish (cddar (member-if #'(lambda (lik)
(and (eql (first lik)
label)
(equal (second lik)
(cons i (nth i item)))))
likelihoods))))
(setf tmp-prob (* tmp-prob (if eish eish 0)))))
(push tmp-prob probabilities)))
(push (nth (max-arg (nreverse probabilities)) all-labels) result))))))