Esempio n. 1
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        private Dictionary <uint, FileTypes> GetClusterToMap(PredictionEngineBase <FileData, FileTypePrediction> predictionEngine)
        {
            var map = new Dictionary <uint, FileTypes>();

            var fileTypes = Enum.GetValues(typeof(FileTypes)).Cast <FileTypes>();

            foreach (var fileType in fileTypes)
            {
                var fileData   = new FileData(fileType);
                var prediction = predictionEngine.Predict(fileData);
                map.Add(prediction.PredictedClusterId, fileType);
            }

            return(map);
        }
Esempio n. 2
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 private string GenerateOutcome(PredictionEngineBase <RawInput, Prediction> pe)
 {
     return(pe.Predict(new RawInput
     {
         Game = 0,
         Quarterback = "Josh Allen",
         Location = "Home",
         NumberOfPointsScored = 17,
         TopReceiver = "Robert Foster",
         TopRunner = "Josh Allen",
         NumberOfSacks = 0,
         NumberOfDefensiveTurnovers = 0,
         MinutesPossession = 0,
         Outcome = "WHO KNOWS?"
     }).Outcome);
 }
Esempio n. 3
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        public void TestModel(string quarterback, string location, float numberOfPointsScored,
                              string topReceiver, string topRunner, string expectedOutcome)
        {
            var outcome = predictor.Predict(new RawInput
            {
                Game                       = 0,
                Quarterback                = quarterback,
                Location                   = location,
                NumberOfPointsScored       = numberOfPointsScored,
                TopReceiver                = topReceiver,
                TopRunner                  = topRunner,
                NumberOfSacks              = 0,
                NumberOfDefensiveTurnovers = 0,
                MinutesPossession          = 0,
                Outcome                    = "WHO KNOWS?"
            });

            Assert.AreEqual(expectedOutcome, outcome.Outcome);
        }
Esempio n. 4
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 private static float GetPrediction(PredictionEngineBase <EmployeeDto, SalaryPrediction> predictionEngine, Employee employee)
 {
     return(predictionEngine.Predict(new EmployeeDto(employee)).Salary);
 }