The derived features are calculated without favour to any base feature and include entropy, length and N-grams for all string features, and counts and averages over time for all numeric features.
Alternatively, there are several comma-separated formats which support hashed or string features, which can be imported into toolboxes like R or MATLAB.
The specific classification algorithm of choice for this study is the Bernoulli Naïve Bayes algorithm, due to the ability of the algorithm to interpret the binary bit string features used to describe compound inputs.
Each solution in the population decodes a feature subset as a binary string: features having a value of 1 are included in the subset, whereas the ones having a value of 0 are discarded.
As a result, to watch a short, second-string feature from the early Reagan years is to be granted a cruder, less worked-up, more authentic glimpse of the period, with its jumble of fear and fantasy, than could be gleaned from masterpieces alone.
While somewhat gross, these strings feature an incomparably warm and lively sound.
NEW HAVEN Firehouse 12 "Silent Monster Movies With Strings," featuring the Haven String Quartet.
BARYSHNIKOV ARTS CENTER: "THE MOVADO HOUR" One of the city's most inviting casual concert series (refreshments are served before the concert) presents an hour-long program of masterworks for strings (featuring a selection of Bartók's Duos for Two Violins and Schoenberg's "Verklärte Nacht") by such young chamber-music masters as the violinist Jennifer Frautschi and the cellist Edward Arron.
Three nights later, on Oct. 23, the Orchestra of St . Lukes under its new principal conductor, Pablo Heras-Casado, performs Britten's great Serenade for Tenor, Horn and Strings, featunder Mr. Bostritse, a program that inewudes Mendelssohn's Overture to "A Midsummer Night's Dream" and Shostakovich's Ninth Symprincipal
