Re: feature subset selection using Ontology

2018-08-09 Thread Lorenz Buehmann
I'm not sure what you're asking for here... Prediction needs to train a machine learning (ML) model. Training an ML model, needs to think about relevant features first, then feed the data into the ML algorithm, then use the model to predict things on new data. Why can't you define the relevant fe

Re: feature subset selection using Ontology

2018-08-09 Thread javed khan
Hello Lorenz, I also have same thinking i.e to make (data property) values (like 1,2,3) > for each feature and then fetch them . For example, we have dataset of a > Student and want to predict their performance, with features, name, > midExam-score, finalExam-score, lecture-attendance, address, et

Re: feature subset selection using Ontology

2018-08-09 Thread Lorenz Buehmann
no no no ... SPARQL is a query language and not a machine learning algorithm. RDF dataset D -> SPARQL query Q -> Q(D) = part of the data by means of graph pattern matching. there is no induction, confidence values, etc.  define "most appropriate", then write the query to select those "features"

Re: feature subset selection using Ontology

2018-08-09 Thread javed khan
Hello Lorenz sorry for inconvenience. Suppose we have a dataset about software effort estimation which have about 100 attributes (line of code, complexity etc). To extract the subset of features (as all 100 attributes are not important), we usually used some data mining algorithms (Genetic algorit

Re: feature subset selection using Ontology

2018-08-08 Thread Lorenz Buehmann
Javed...I don't know how many mails you wrote to this list (and the Protege Users list), but shouldn't you already have learned that you have to provide more information, data, code, queries, use case, etc. in order to get help?! What do you expect as an answer on a question "can we ..." - my answ

feature subset selection using Ontology

2018-08-08 Thread javed khan
Hello For instance, we have to select some features ( for data mining) , can we do it using Semantic Web technologies like Ontology and SPARQL. ? Thanks