public void Reload()
{
AllCount = MainViewModel.Default.BooksViewModel.Items.Count;
StateStatistics.ReloadSeries();
RatingStatistics.ReloadSeries();
}
/// <summary>
/// The prediction method which can be called from SQL Server
/// </summary>
/// <param name="inputCase"></param>
/// <param name="predictionResult"></param>
protected override void Predict(MiningCase inputCase, PredictionResult predictionResult)
{
//the input values and predictec label
double[] values;
uint label = 0;
int attributeSize = 0;
//convert and scale the input
getValues(inputCase, out values, out label, out attributeSize);
Instance instance = new Instance(1, (int)label, values, getLabels());
//obtain the votes
int[] votes = getVotes(instance);
label = 0;
for (uint i = 1; i < votes.Length; i++)
{
if (votes[i] > votes[label])
{
label = i;
}
}
//construct the output
AttributeStatistics attStats = new AttributeStatistics();
attStats.Attribute = getTargetAttribute();
StateStatistics stateStat = new StateStatistics();
StateValue stateVal = new StateValue();
stateVal.SetIndex(label);
stateStat.Value = AttributeSet.TokenizeAttributeValue(attStats.Attribute, AttributeSet.UntokenizeAttributeValue(attStats.Attribute, stateVal));
attStats.StateStatistics.Add(stateStat);
predictionResult.AddPrediction(attStats);
}
public void Reload()
{
AllCount = MainViewModel.Default.MoviesViewModel.Items.Count;
TypeStatistics.ReloadSeries();
StateStatistics.ReloadSeries();
RatingStatistics.ReloadSeries();
EveryDayStatistics.ReloadSeries();
EveryMonthStatistics.ReloadSeries();
EveryYearStatistics.ReloadSeries();
}
public ActionResult Statistics()
{
var model = new StateStatistics();
var entity = _stateRepository.GetAll();
// Count
model.Count = entity.Count();
// Latest
model.Latest = entity.OrderByDescending(c => c.Id).Take(3).Select(i => new
{
name = i.Name,
// image = _imageService.BuildUrl(i.ImageBlob?.Name, i.Name, 40, 40),
creationDate = Globalization.GetLocalDateTime(i.UTCCreation).DateTime.ToLongDateString(),
// navigationPath = Url.Action(nameof(StateController.Edit), nameof(StateController).RemoveControllerSuffix(), new { @id = i.Id })
}).Cast <object>().ToList();
// Weekly data
var maxDate = DateTime.UtcNow;
var minDate = maxDate.AddDays(-7);
entity = entity.Where(c => c.UTCCreation.Date >= minDate.Date);
entity = entity.Where(c => c.UTCCreation.Date <= maxDate.Date);
var items = new List <object>();
for (DateTime date = minDate.Date; date <= maxDate.Date; date = date.AddDays(1))
{
var dayName = date.ToString("MMM/dd");
var dayValue = entity.Where(c => c.UTCCreation.Date.Equals(date)).Count();
items.Add(new List <object>()
{
dayName, dayValue
});
}
model.WeeklyRegistrations = items;
return(Json(model));
}