MicrosoftMalwarePrediction.cs

using Microsoft.ML.Data;

namespace KaggleMicrosoftMalwarePrediction
{
    public class DataRow
    {
        public DataRow()
        {
        }

        [LoadColumn(0)]
        public string MachineIdentifier { get; set; }
        
        [LoadColumn(1)]
        public string ProductName { get; set; }
        
        [LoadColumn(2)]
        public string EngineVersion { get; set; }
        
        [LoadColumn(3)]
        public string AppVersion { get; set; }
        
        [LoadColumn(4)]
        public string AvSigVersion { get; set; }
        
        [LoadColumn(5)]
        public bool IsBeta { get; set; }
        
        [LoadColumn(6)]
        public float RtpStateBitfield { get; set; }
        
        [LoadColumn(7)]
        public bool IsSxsPassiveMode { get; set; }
        
        [LoadColumn(8)]                                   
        public string DefaultBrowsersIdentifier { get; set; }
        
        [LoadColumn(9)]
        public float AVProductStatesIdentifier { get; set; }
        
        [LoadColumn(10)]
        public float AVProductsInstalled { get; set; }
        
        [LoadColumn(11)]
        public float AVProductsEnabled { get; set; }
        
        [LoadColumn(12)]
        public bool HasTpm { get; set; }
        
        [LoadColumn(13)]
        public float CountryIdentifier { get; set; }
        
        [LoadColumn(14)]
        public float CityIdentifier { get; set; }
        
        [LoadColumn(15)]
        public float OrganizationIdentifier { get; set; }
        
        [LoadColumn(16)]
        public float GeoNameIdentifier { get; set; }
        
        [LoadColumn(17)]
        public float LocaleEnglishNameIdentifier { get; set; }  
        
        [LoadColumn(18)]                                  
        public string Platform { get; set; }
        
        [LoadColumn(19)]
        public string Processor { get; set; }
        
        [LoadColumn(20)]
        public string OsVer { get; set; }
        
        [LoadColumn(21)]
        public float OsBuild { get; set; }
        
        [LoadColumn(22)]
        public float OsSuite { get; set; }
        
        [LoadColumn(23)]
        public string OsPlatformSubRelease { get; set; }
        
        [LoadColumn(24)]
        public string OsBuildLab { get; set; }
        
        [LoadColumn(25)]
        public string SkuEdition { get; set; }
        
        [LoadColumn(26)]
        public bool IsProtected { get; set; }
        
        [LoadColumn(27)]
        public bool AutoSampleOptIn { get; set; }
        
        [LoadColumn(28)]
        public bool PuaMode { get; set; }
        
        [LoadColumn(29)]
        public bool SMode { get; set; }
        
        [LoadColumn(30)]
        public float IeVerIdentifier { get; set; }
        
        [LoadColumn(31)]
        public string SmartScreen { get; set; }
        
        [LoadColumn(32)]
        public bool Firewall { get; set; }
        
        [LoadColumn(33)]
        public bool UacLuaenable { get; set; }
        
        [LoadColumn(34)]
        public string Census_MDC2FormFactor { get; set; }
        
        [LoadColumn(35)]
        public string Census_DeviceFamily { get; set; }
        
        [LoadColumn(36)]
        public float Census_OEMNameIdentifier { get; set; }
        
        [LoadColumn(37)]
        public float Census_OEMModelIdentifier { get; set; }
        
        [LoadColumn(38)]
        public float Census_ProcessorCoreCount { get; set; }
        
        [LoadColumn(39)]
        public float Census_ProcessorManufacturerIdentifier { get; set; }
        
        [LoadColumn(40)]
        public float Census_ProcessorModelIdentifier { get; set; }
        
        [LoadColumn(41)]
        public string Census_ProcessorClass { get; set; }
        
        [LoadColumn(42)]
        public float Census_PrimaryDiskTotalCapacity { get; set; }
        
        [LoadColumn(43)]
        public string Census_PrimaryDiskTypeName { get; set; }
        
        [LoadColumn(44)]
        public float Census_SystemVolumeTotalCapacity { get; set; }
        
        [LoadColumn(45)]
        public bool Census_HasOpticalDiskDrive { get; set; }
        
        [LoadColumn(46)]
        public float Census_TotalPhysicalRAM { get; set; }
        
        [LoadColumn(47)]
        public string Census_ChassisTypeName { get; set; }
        
        [LoadColumn(48)]
        public float Census_InternalPrimaryDiagonalDisplaySizeInInches { get; set; }
        
        [LoadColumn(49)]
        public float Census_InternalPrimaryDisplayResolutionHorizontal { get; set; }
        
        [LoadColumn(50)]
        public float Census_InternalPrimaryDisplayResolutionVertical { get; set; }
        
        [LoadColumn(51)]
        public string Census_PowerPlatformRoleName { get; set; }
        
        [LoadColumn(52)]
        public string Census_InternalBatteryType { get; set; }
        
        [LoadColumn(53)]
        public float Census_InternalBatteryNumberOfCharges { get; set; }
        
        [LoadColumn(54)]
        public string Census_OSVersion { get; set; }
        
        [LoadColumn(55)]
        public string Census_OSArchitecture { get; set; }
        
        [LoadColumn(56)]
        public string Census_OSBranch { get; set; }
        
        [LoadColumn(57)]
        public float Census_OSBuildNumber { get; set; }
        
        [LoadColumn(58)]
        public float Census_OSBuildRevision { get; set; }
        
        [LoadColumn(59)]
        public string Census_OSEdition { get; set; }
        
        [LoadColumn(60)]
        public string Census_OSSkuName { get; set; }
        
        [LoadColumn(61)]
        public string Census_OSInstallTypeName { get; set; }
        
        [LoadColumn(62)]
        public float Census_OSInstallLanguageIdentifier { get; set; }
        
        [LoadColumn(63)]
        public string Census_OSUILocaleIdentifier { get; set; }
        
        [LoadColumn(64)]
        public string Census_OSWUAutoUpdateOptionsName { get; set; }
        
        [LoadColumn(65)]
        public bool Census_IsPortableOperatingSystem { get; set; }
        
        [LoadColumn(66)]
        public string Census_GenuineStateName { get; set; }
        
        [LoadColumn(67)]
        public string Census_ActivationChannel { get; set; }
        
        [LoadColumn(68)]
        public bool Census_IsFlightingInternal { get; set; }
        
        [LoadColumn(69)]
        public bool Census_IsFlightsDisabled { get; set; }
        
        [LoadColumn(70)]
        public string Census_FlightRing { get; set; }
        
        [LoadColumn(71)]
        public bool Census_ThresholdOptIn { get; set; }
        
        [LoadColumn(72)]
        public float Census_FirmwareManufacturerIdentifier { get; set; }
        
        [LoadColumn(73)]
        public float Census_FirmwareVersionIdentifier { get; set; }
        
        [LoadColumn(74)]
        public bool Census_IsSecureBootEnabled { get; set; }
        
        [LoadColumn(75)]
        public bool Census_IsWIMBootEnabled { get; set; }
        
        [LoadColumn(76)]
        public bool Census_IsVirtualDevice { get; set; }
        
        [LoadColumn(77)]
        public bool Census_IsTouchEnabled { get; set; }
        
        [LoadColumn(78)]
        public bool Census_IsPenCapable { get; set; } 
        
        [LoadColumn(79)]                                   
        public bool Census_IsAlwaysOnAlwaysConnectedCapable { get; set; }
        
        [LoadColumn(80)]
        public bool Wdft_IsGamer { get; set; } 
        
        [LoadColumn(81)]                                   
        public float Wdft_RegionIdentifier { get; set; }
        
        [LoadColumn(82)]
        public bool HasDetections { get; set; }      
    }
}