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AnomalyDetector: AnomalyAnalisis.cs
using System;
using System.Collections.Generic;
namespace AdExchangeAnalyzer.Models
{
public class DataPoint
{
public DateTime Timestamp { get; set; }
public float Value { get; set; }
}
public class DataRequest
{
public string Granularity { get; set; }
public List<DataPoint> Series { get; set; }
public double MaxAnomalyRatio { get; set; }
public int Sensitivity { get; set; }
}
public class DataResult
{
public float[] ExpectedValues { get; set; }
public bool[] IsAnomaly { get; set; }
public bool[] IsNegativeAnomaly { get; set; }
public bool[] IsPositiveAnomaly { get; set; }
public float[] LowerMargins { get; set; }
public int Period { get; set; }
public float[] UpperMargins { get; set; }
}
public class DataPointEx
{
public DateTime Timestamp { get; set; }
public float Value { get; set; }
public bool IsAnomaly { get; set; }
}
}
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