public void PredictSampleTest()
{
//data from 29.05 - 30.05
var testData = new List <CountryData>()
{
new CountryData()
{
CasesCount = 5800000, DiedCount = 360000, СonvalesCount = 2400000
}
};
var predicter = new CasesPrediction();
predicter.CalculatePercents(testData,
out var casesPart, out var convalesPart, out var diedPart);
Assert.AreEqual(108000, CasesPrediction.Population * predicter.GetPercentAfterTime(1, casesPart) - testData[0].CasesCount, 1000);
}
public void CalcPercentsOneCaseTest()
{
var testData = new List <CountryData>()
{
new CountryData()
{
CasesCount = 1, DiedCount = 0, СonvalesCount = 1
}
};
var predicter = new CasesPrediction();
predicter.CalculatePercents(testData,
out var casesPart, out var convalesPart, out var diedPart);
Assert.AreEqual(0, casesPart, 1e-8);
Assert.AreEqual(0, diedPart, 1e-20);
Assert.AreEqual(1, convalesPart, 1e-20);
}
public void CalcPercentsRealDataTest()
{
//data from 29.05 - 30.05
var testData = new List <CountryData>()
{
new CountryData()
{
CasesCount = 5800000, DiedCount = 360000, СonvalesCount = 2400000
}
};
var predicter = new CasesPrediction();
predicter.CalculatePercents(testData,
out var casesPart, out var convalesPart, out var diedPart);
Assert.AreEqual(7.4 * 1e-3, casesPart, 1e-1);
Assert.AreEqual(0.062, diedPart, 1e-2);
Assert.AreEqual(0.413, convalesPart, 1e-2);
}
