Convert a 2d collection into an anomaly detector

detector.clj

(ns detector
  (:require (bigml.api [core :as api]
                       [source :as source]
                       [dataset :as dataset]
                       [anomaly-detector :as anomaly-detector]
                       [anomaly-score :as anomaly-score])
            (clojure.data [csv :as csv])))

(defn data->detector [data]
  (-> (source/create data)
      (api/get-final)
      (dataset/create)
      (api/get-final)
      (anomaly-detector/create :forest_size 64)
      (api/get-final)
      (anomaly-score/detector)))

;; A tiny example...
(def my-detector
  (-> (slurp "https://goo.gl/79KsJ4")
      (csv/read-csv)
      (data->detector)))

(println (my-detector [0.5 0.45 0.4 0.44 0.01]))
;; 0.3936344773676654