The key finding from previous research was that the inclusion of typed dependencies in the classification of religious cyber hate reduced the false negative rate by 7% when compared to using hateful terms alone [1, 2].
The same authors propose an inclusion of this flight related headache in the classification of the International Headache Society due to the steadily increasing number of reported cases in the last years [11].
To summarise this experiment, we have produced evidence to suggest the inclusion of typed dependencies as features in the classification of cyber hate reduced false positive rate in the classification of 2 out of 3 types of hate speech - race and sexual orientation - when compared to using a BOW model and/or hateful terms as features.
Then the criteria for the inclusion of services, the classification of evidence and the decision-making process are described in detail.
The detection of particular dermoscopic patterns associated with melanoma is also addressed, and its inclusion in the classification framework is discussed.
Outlines as well as the classification of inclusion and exclusion in study 1 and study 2 are summarized in Figs. 1 and 2. Patients with cancer or liver cirrhosis were not listed in any drug groups.
14 15 In brief, during the time period from 1999 to 2003, patients aged 20 75 years, newly diagnosed with pathologically confirmed, invasive CRC were eligible for inclusion in the study (International Classification of Diseases (ICD -9 codes: 153.0–153.9, 154.0–154.3 and 154.8 or ICD -9 codes: 153.0 153.9154.0 154.3.9).
80 The importance of NBI is also reflected in its inclusion in the NICE classification system, which has demonstrated accuracy in identifying deep submucosal invasion.
Hence, our research shows that albeit low, the inclusion of verb terms in addition to noun terms helps to improve the classification of short text.
In conclusion, this consensus suggests the publication of these criteria as an Appedix in the ICHD-3 beta for a worldwide validation hopefully before their inclusion in the main body of the classification.
The paper would be improved if the following were added: An inclusion in the methods section of the classification criteria for abstracts based on basic/fundamental science.
