In trying to use weka from clojure, I'm trying to convert this howto guide from the weka wiki to clojure using the java interop features of clojure.
This has worked well so far, except in one case, where the clojure reflection mechanism can't seem to find the right method to invoke - I have:
(def c-model (doto (NaiveBayes.) (.buildClassifier is-training-set)))
Later this will be invoked by the .evaluateModel method of the Evaluation class:
(.evaluateModel e-test c-model is-testing-set)
where e-test is of type weka.classifiers.Evaluation and, according to their api documentation the method takes two parameters of types Classifier and Instances
What I get from clojure though is IllegalArgumentException No matching method found: evaluateModel for class weka.classifiers.Evaluation clojure.lang.Reflector.invokeMatchingMethod (Reflector.java:53) - I guess that this is because c-model is actually of type NaiveBayes, although it should also be a Classifier - which it is, according to instance?.
I tried casting with cast to no avail, and from what I understand this is more of a type assertion (and passes without problems, of course) than a real cast in clojure. Is there another way of explicitly telling clojure which types to cast to in java interop method calls? (Note that the original guide I linked above also uses an explicit cast from NaiveBayes to Classifier)
Full code here: /http://paste.lisp.org/display/129250