We show that even on purely numerical-valued data the results of text classification on the derived text-like representation outperforms the more naive numbers-as-tokens representation and, more importantly, is competitive with mature numerical classification methods such as C4.5, Ripper, and SVM.
For simple syntax-based formats such as XML, parsing of desired data is possible, where for non-standardized formats, such as raw text, pre-processing involves tasks derived from text mining, such as word stemming, stop word removal, and generation of document-term matrix (DTM) [ 11].
Lang derived his text for the half-hour piece using a search engine to complete the sentence, "When I am in a crowd I …", grouping the results into psychologically distinct collections.
In addition to "miscegenation" (derived, the text explained, from the Latin words miscere, to mix, and genus, race), the neologisms included: "miscegen" ("an offspring of persons of different races"), "miscegenate" ("to mingle persons of different races") and "melaleukation" (from the Greek words melas and leukos, for black and white, and used to mean the mingling of those races).
Eruptions are colour-coded according to how magnitude is derived (see text).
For this period, images in patents were not processed and chemical structures were only derived from text.
The results showed that the combination of information derived from text passages with information derived from HTML tags leads to improved retrieval when compared to the results obtained by the use of each source of evidence in isolation.
He derived the text of the litany from two medieval Sarum rite litanies and a German Litany by Martin Luther.
We found a discretization of 0.02 µm and 0.01 s in space and time coordinates, respectively, to be sufficient to numerically reproduce analytical predictions (derived in Text S3) with adequate precision (less than 5% deviation in all data; Figure S2).
The matching two-year values also used in the model are derived (see text).
In this way, the two recurrence formulas (1) and (2) are derived (see text).
