public static void ExportMoviesToWeka(Dictionary <string, Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE isViolent {0,1}");
fileLines.Add("@ATTRIBUTE hasFireguns {0,1}");
fileLines.Add("@ATTRIBUTE isGoreViolent {0,1}");
fileLines.Add("@ATTRIBUTE hasSex {0,1}");
fileLines.Add("@ATTRIBUTE hasNudeScenes {0,1}");
fileLines.Add("@ATTRIBUTE aboutRelationships {0,1}");
fileLines.Add("@ATTRIBUTE aboutFamily {0,1}");
fileLines.Add("@ATTRIBUTE hasFlashbacks {0,1}");
fileLines.Add("@ATTRIBUTE hasSurpriseEnding {0,1}");
fileLines.Add("@ATTRIBUTE aboutHumanDrama {0,1}");
fileLines.Add("@ATTRIBUTE aboutNatureOrCity {0,1}");
fileLines.Add("@ATTRIBUTE hasNowadaysTechnology {0,1}");
fileLines.Add("@ATTRIBUTE isSequel {0,1}");
fileLines.Add("@ATTRIBUTE isBasedOnNovel {0,1}");
fileLines.Add("@ATTRIBUTE isWrittenByDirector {0,1}");
fileLines.Add("@ATTRIBUTE isIndependent {0,1}");
fileLines.Add("@ATTRIBUTE hasCameraWorks {0,1}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
foreach (string key in movies.Keys)
{
Movie movie = movies[key];
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector) ? "1" : "0") + ",";
line += ((movie.OscarDirector) ? "1" : "0") + ",";
line += ((movie.AwardedActors) ? "1" : "0") + ",";
line += ((movie.OscarActors) ? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
}
else
{
genre = "Others";
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
//isViolent + ";" + hasFireguns + ";" + isGoreViolent + ";" + hasSex + ";" + hasNudeScenes + ";" +
//aboutRelationships + ";" + aboutFamily + ";" + hasFlashbacks + ";" + hasSurpriseEnding + ";" +
//aboutHumanDrama + ";" + aboutNatureOrCity + ";" + hasNowadaysTechnology + ";" + isSequel + ";" +
//isBasedOnNovel + ";" + isWrittenByDirector + ";" + isIndependent + ";" + hasCameraWorks;
line += ((movie.IsViolent) ? "1" : "0") + ",";
line += ((movie.HasFireguns) ? "1" : "0") + ",";
line += ((movie.IsGoreViolent) ? "1" : "0") + ",";
line += ((movie.HasSex) ? "1" : "0") + ",";
line += ((movie.HasNudeScenes) ? "1" : "0") + ",";
line += ((movie.AboutRelationships) ? "1" : "0") + ",";
line += ((movie.AboutFamily) ? "1" : "0") + ",";
line += ((movie.HasFlashbacks) ? "1" : "0") + ",";
line += ((movie.HasSurpriseEnding) ? "1" : "0") + ",";
line += ((movie.AboutHumanDrama) ? "1" : "0") + ",";
line += ((movie.AboutNatureOrCity) ? "1" : "0") + ",";
line += ((movie.HasNowadaysTechnology) ? "1" : "0") + ",";
line += ((movie.IsSequel) ? "1" : "0") + ",";
line += ((movie.IsBasedOnNovel) ? "1" : "0") + ",";
line += ((movie.IsWrittenByDirector) ? "1" : "0") + ",";
line += ((movie.IsIndependent) ? "1" : "0") + ",";
line += ((movie.HasCameraWorks) ? "1" : "0") + ",";
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}
public static void ExportMoviesToWeka(List <Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
//fileLines.Add("@ATTRIBUTE duration NUMERIC");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
int a = 0, b = 0, c = 0;
int drama = 0, horror = 0, action = 0, comedy = 0, others = 0;
int shorte = 0, regular = 0, longe = 0, verylong = 0;
foreach (Movie movie in movies)
{
//line += movie.Runtime + ",";
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
shorte++;
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
regular++;
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
longe++;
}
else
{
runtime = "Very_Long";
verylong++;
}
line += runtime + ",";
line += ((movie.AwardedDirector)? "1" : "0") + ",";
line += ((movie.OscarDirector)? "1" : "0") + ",";
line += ((movie.AwardedActors)? "1" : "0") + ",";
line += ((movie.OscarActors)? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
drama++;
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
horror++;
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
action++;
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
comedy++;
}
else
{
genre = "Others";
others++;
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
Console.WriteLine("drama = " + drama);
Console.WriteLine("horror = " + horror);
Console.WriteLine("action = " + action);
Console.WriteLine("comedy = " + comedy);
Console.WriteLine("others = " + others);
Console.WriteLine();
Console.WriteLine("Bad = " + c);
Console.WriteLine("Regular = " + b);
Console.WriteLine("Good = " + a);
Console.WriteLine();
Console.WriteLine("shorte = " + shorte);
Console.WriteLine("regular = " + regular);
Console.WriteLine("longe = " + longe);
Console.WriteLine("verylong = " + verylong);
FileAO.ExportToArff(fileLines, destination);
}
public static void ExportMoviesToWeka(List <Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Very Bad, Bad,Regular,Good, Excellent}");
//
fileLines.Add("@DATA");
string line = "";
foreach (Movie movie in movies)
{
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector)? "1" : "0") + ",";
line += ((movie.OscarDirector)? "1" : "0") + ",";
line += ((movie.AwardedActors)? "1" : "0") + ",";
line += ((movie.OscarActors)? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
movie.Genre = actualGenre;
movie.GetMovieGenre();
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}
public static void ExportMoviesToWeka(Dictionary <string, Movie> movies, string destination)
{
List <string> fileLines = new List <string>();
fileLines.Add("@RELATION movie");
fileLines.Add("@ATTRIBUTE duration {Short,Regular,Long,Very_Long}");
fileLines.Add("@ATTRIBUTE awardedDirector {0,1}");
fileLines.Add("@ATTRIBUTE oscarDirector {0,1}");
fileLines.Add("@ATTRIBUTE awardedActor {0,1}");
fileLines.Add("@ATTRIBUTE oscarActor {0,1}");
fileLines.Add("@ATTRIBUTE genre {Drama,Horror,Action,Comedy,Others}");
fileLines.Add("@ATTRIBUTE certificate {G, R, PG_13, PG, NOT_RATED}");
fileLines.Add("@ATTRIBUTE rating {Bad,Regular,Good}");
fileLines.Add("@DATA");
string line = "";
foreach (string key in movies.Keys)
{
Movie movie = movies[key];
string runtime = "";
if (movie.Runtime < 88.0f)
{
runtime = "Short";
}
else if (movie.Runtime < 122.0f)
{
runtime = "Regular";
}
else if (movie.Runtime < 160.0f)
{
runtime = "Long";
}
else
{
runtime = "Very_Long";
}
line += runtime + ",";
line += ((movie.AwardedDirector) ? "1" : "0") + ",";
line += ((movie.OscarDirector) ? "1" : "0") + ",";
line += ((movie.AwardedActors) ? "1" : "0") + ",";
line += ((movie.OscarActors) ? "1" : "0") + ",";
string genre = "";
string actualGenre = movie.Genre.Split('@')[0];
#region defining genre
if (actualGenre.Equals("Drama") || actualGenre.Equals("Family") || actualGenre.Equals("Romance") || actualGenre.Equals("History") || actualGenre.Equals("Reality-TV") || actualGenre.Equals("Adult") || actualGenre.Equals("Biography"))
{
genre = "Drama";
}
else if (actualGenre.Equals("Horror") || actualGenre.Equals("Thriller") || actualGenre.Equals("Mistery"))
{
genre = "Horror";
}
else if (actualGenre.Equals("Action") || actualGenre.Equals("Adventure") || actualGenre.Equals("Crime") || actualGenre.Equals("Sci-Fi") || actualGenre.Equals("Fantasy") || actualGenre.Equals("War") || actualGenre.Equals("Western") || actualGenre.Equals("Sport"))
{
genre = "Action";
}
else if (actualGenre.Equals("Comedy"))
{
genre = "Comedy";
}
else
{
genre = "Others";
}
#endregion
line += genre + ",";
string certificate = "";
if (movie.Certificate.Equals("R"))
{
certificate = "R";
}
else if (movie.Certificate.Equals("G"))
{
certificate = "G";
}
else if (movie.Certificate.Equals("PG_13"))
{
certificate = "PG_13";
}
else if (movie.Certificate.Equals("PG"))
{
certificate = "PG";
}
else
{
certificate = "NOT_RATED";
}
line += certificate + ",";
movie.GetClassification();
string rating = movie.Classification;
line += rating;
fileLines.Add(line);
line = "";
}
FileAO.ExportToArff(fileLines, destination);
}