{"modelConfiguration": {"modelType": "WinML", "modelObjective": "Regression"}, "signalConfiguration": {"system": ["OobeCompletionTime", "CurrentSystemTime"], "customAppMap": [{"lookbackTime": "300", "appNameArray": ["*"]}], "ctacAttributeList": ["c:DeviceSampleRate", "c:ProcessorIdentifier", "c:SystemVolumeTotalCapacity", "c:ProcessorClockSpeed", "c:IsAlwaysOnAlwaysConnectedCapable", "c:PrimaryDiskType", "c:InternalBatteryCapacityDesign", "c:LanguagePacks", "c:TotalPhysicalRAM", "c:OEMName_Uncleaned", "c:ProcessorCores", "c:DeviceForm", "c:VoiceSupported", "c:InternalBatteryCapablities", "c:FirmwareManufacturer", "c:InstallLanguage", "c:CompactOS", "c:OSInstallType", "c:OSRollbackCount", "c:HyperVisor", "c:OSUILocale", "c:ProcessorManufacturer", "c:ProcessorPhysicalCores", "c:ProcessorClockSpeed", "c:OEMModelNumber", "c:FirmwareVersion"], "battery": ["OnBatteryPower"]}, "categoricalMapStore": [{"name": "ProcessorIdentifier_map", "map": [{"keys": ["__missing__"], "value": 40}, {"keys": ["__other__"], "value": 41}, {"keys": ["AMD64 Family 21 Model 112 Stepping 0"], "value": 42}, {"keys": ["AMD64 Family 23 Model 104 Stepping 1"], "value": 43}, {"keys": ["AMD64 Family 23 Model 113 Stepping 0"], "value": 44}, {"keys": ["AMD64 Family 23 Model 17 Stepping 0"], "value": 45}, {"keys": ["AMD64 Family 23 Model 24 Stepping 1"], "value": 46}, {"keys": ["AMD64 Family 23 Model 8 Stepping 2"], "value": 47}, {"keys": ["AMD64 Family 23 Model 96 Stepping 1"], "value": 48}, {"keys": ["AMD64 Family 25 Model 33 Stepping 0"], "value": 49}, {"keys": ["AMD64 Family 25 Model 80 Stepping 0"], "value": 50}, {"keys": ["ARMv8 (64-bit) Family 8 Model 805 Revision D0E"], "value": 51}, {"keys": ["Intel64 Family 6 Model 122 Stepping 1"], "value": 52}, {"keys": ["Intel64 Family 6 Model 122 Stepping 8"], "value": 53}, {"keys": ["Intel64 Family 6 Model 126 Stepping 5"], "value": 54}, {"keys": ["Intel64 Family 6 Model 140 Stepping 1"], "value": 55}, {"keys": ["Intel64 Family 6 Model 140 Stepping 2"], "value": 56}, {"keys": ["Intel64 Family 6 Model 141 Stepping 1"], "value": 57}, {"keys": ["Intel64 Family 6 Model 142 Stepping 10"], "value": 58}, {"keys": ["Intel64 Family 6 Model 142 Stepping 11"], "value": 59}, {"keys": ["Intel64 Family 6 Model 142 Stepping 12"], "value": 60}, {"keys": ["Intel64 Family 6 Model 142 Stepping 9"], "value": 61}, {"keys": ["Intel64 Family 6 Model 158 Stepping 10"], "value": 62}, {"keys": ["Intel64 Family 6 Model 158 Stepping 11"], "value": 63}, {"keys": ["Intel64 Family 6 Model 158 Stepping 12"], "value": 64}, {"keys": ["Intel64 Family 6 Model 158 Stepping 13"], "value": 65}, {"keys": ["Intel64 Family 6 Model 158 Stepping 9"], "value": 66}, {"keys": ["Intel64 Family 6 Model 165 Stepping 2"], "value": 67}, {"keys": ["Intel64 Family 6 Model 165 Stepping 3"], "value": 68}, {"keys": ["Intel64 Family 6 Model 165 Stepping 5"], "value": 69}, {"keys": ["Intel64 Family 6 Model 167 Stepping 1"], "value": 70}, {"keys": ["Intel64 Family 6 Model 23 Stepping 10"], "value": 71}, {"keys": ["Intel64 Family 6 Model 42 Stepping 7"], "value": 72}, {"keys": ["Intel64 Family 6 Model 58 Stepping 9"], "value": 73}, {"keys": ["Intel64 Family 6 Model 60 Stepping 3"], "value": 74}, {"keys": ["Intel64 Family 6 Model 61 Stepping 4"], "value": 75}, {"keys": ["Intel64 Family 6 Model 69 Stepping 1"], "value": 76}, {"keys": ["Intel64 Family 6 Model 76 Stepping 4"], "value": 77}, {"keys": ["Intel64 Family 6 Model 78 Stepping 3"], "value": 78}, {"keys": ["Intel64 Family 6 Model 92 Stepping 9"], "value": 79}, {"keys": ["Intel64 Family 6 Model 94 Stepping 3"], "value": 80}], "type": "labelEncoding"}, {"name": "PrimaryDiskType_map", "map": [{"keys": ["__missing__"], "value": 4}, {"keys": ["__other__"], "value": 5}, {"keys": ["3"], "value": 6}, {"keys": ["4"], "value": 7}, {"keys": ["4294967295"], "value": 8}], "type": "labelEncoding"}, {"name": "LanguagePacks_map", "map": [{"keys": ["__missing__"], "value": 167}, {"keys": ["__other__"], "value": 168}, {"keys": ["ar-SA;"], "value": 169}, {"keys": ["ar-SA;en-US;"], "value": 170}, {"keys": ["cs-CZ;"], "value": 171}, {"keys": ["cs-CZ;en-GB;en-US;"], "value": 172}, {"keys": ["cs-CZ;en-US;"], "value": 173}, {"keys": ["da-DK;"], "value": 174}, {"keys": ["da-DK;en-US;"], "value": 175}, {"keys": ["de-DE;"], "value": 176}, {"keys": ["de-DE;en-GB;en-US;"], "value": 177}, {"keys": ["de-DE;en-US;"], "value": 178}, {"keys": ["de-DE;en-US;fr-FR;"], "value": 179}, {"keys": ["de-DE;en-US;ru-RU;"], "value": 180}, {"keys": ["de-DE;fr-FR;"], "value": 181}, {"keys": ["el-GR;"], "value": 182}, {"keys": ["el-GR;en-US;"], "value": 183}, {"keys": ["en-GB;"], "value": 184}, {"keys": ["en-GB;ar-SA;"], "value": 185}, {"keys": ["en-GB;ar-SA;en-US;"], "value": 186}, {"keys": ["en-GB;de-DE;en-US;"], "value": 187}, {"keys": ["en-GB;el-GR;en-US;"], "value": 188}, {"keys": ["en-GB;en-US;"], "value": 189}, {"keys": ["en-GB;en-US;fr-FR;"], "value": 190}, {"keys": ["en-GB;en-US;pl-PL;"], "value": 191}, {"keys": ["en-GB;en-US;ro-RO;"], "value": 192}, {"keys": ["en-GB;en-US;th-TH;"], "value": 193}, {"keys": ["en-GB;en-US;zh-CN;"], "value": 194}, {"keys": ["en-US;"], "value": 195}, {"keys": ["en-US;af-ZA;"], "value": 196}, {"keys": ["en-US;ar-SA;"], "value": 197}, {"keys": ["en-US;ar-SA;en-GB;"], "value": 198}, {"keys": ["en-US;bg-BG;"], "value": 199}, {"keys": ["en-US;bn-BD;"], "value": 200}, {"keys": ["en-US;bn-IN;"], "value": 201}, {"keys": ["en-US;de-DE;"], "value": 202}, {"keys": ["en-US;de-DE;en-GB;"], "value": 203}, {"keys": ["en-US;el-GR;"], "value": 204}, {"keys": ["en-US;en-GB;"], "value": 205}, {"keys": ["en-US;en-GB;fr-CA;"], "value": 206}, {"keys": ["en-US;en-GB;fr-FR;"], "value": 207}, {"keys": ["en-US;en-GB;he-IL;"], "value": 208}, {"keys": ["en-US;en-GB;hi-IN;"], "value": 209}, {"keys": ["en-US;en-GB;id-ID;"], "value": 210}, {"keys": ["en-US;en-GB;ja-JP;"], "value": 211}, {"keys": ["en-US;en-GB;nl-NL;"], "value": 212}, {"keys": ["en-US;en-GB;sv-SE;"], "value": 213}, {"keys": ["en-US;en-GB;zh-CN;"], "value": 214}, {"keys": ["en-US;en-GB;zh-TW;"], "value": 215}, {"keys": ["en-US;es-ES;"], "value": 216}, {"keys": ["en-US;es-ES;es-MX;"], "value": 217}, {"keys": ["en-US;es-MX;"], "value": 218}, {"keys": ["en-US;fa-IR;"], "value": 219}, {"keys": ["en-US;fr-CA;"], "value": 220}, {"keys": ["en-US;fr-FR;"], "value": 221}, {"keys": ["en-US;gu-IN;"], "value": 222}, {"keys": ["en-US;he-IL;"], "value": 223}, {"keys": ["en-US;hi-IN;"], "value": 224}, {"keys": ["en-US;hi-IN;id-ID;ms-MY;vi-VN;"], "value": 225}, {"keys": ["en-US;hi-IN;id-ID;vi-VN;"], "value": 226}, {"keys": ["en-US;hr-HR;"], "value": 227}, {"keys": ["en-US;id-ID;"], "value": 228}, {"keys": ["en-US;it-IT;"], "value": 229}, {"keys": ["en-US;ja-JP;"], "value": 230}, {"keys": ["en-US;ja-JP;zh-CN;"], "value": 231}, {"keys": ["en-US;km-KH;"], "value": 232}, {"keys": ["en-US;ko-KR;"], "value": 233}, {"keys": ["en-US;lt-LT;"], "value": 234}, {"keys": ["en-US;ml-IN;"], "value": 235}, {"keys": ["en-US;mn-MN;"], "value": 236}, {"keys": ["en-US;mr-IN;"], "value": 237}, {"keys": ["en-US;nb-NO;"], "value": 238}, {"keys": ["en-US;ne-NP;"], "value": 239}, {"keys": ["en-US;nl-NL;"], "value": 240}, {"keys": ["en-US;pl-PL;"], "value": 241}, {"keys": ["en-US;pt-BR;"], "value": 242}, {"keys": ["en-US;pt-PT;"], "value": 243}, {"keys": ["en-US;ro-RO;"], "value": 244}, {"keys": ["en-US;ru-RU;"], "value": 245}, {"keys": ["en-US;ru-RU;uk-UA;"], "value": 246}, {"keys": ["en-US;si-LK;"], "value": 247}, {"keys": ["en-US;sr-Cyrl-RS;sr-Latn-RS;"], "value": 248}, {"keys": ["en-US;ta-IN;"], "value": 249}, {"keys": ["en-US;te-IN;"], "value": 250}, {"keys": ["en-US;th-TH;"], "value": 251}, {"keys": ["en-US;tr-TR;"], "value": 252}, {"keys": ["en-US;ur-PK;"], "value": 253}, {"keys": ["en-US;vi-VN;"], "value": 254}, {"keys": ["en-US;zh-CN;"], "value": 255}, {"keys": ["en-US;zh-CN;zh-TW;"], "value": 256}, {"keys": ["en-US;zh-TW;"], "value": 257}, {"keys": ["es-ES;"], "value": 258}, {"keys": ["es-ES;ca-ES;en-US;"], "value": 259}, {"keys": ["es-ES;en-GB;en-US;"], "value": 260}, {"keys": ["es-ES;en-US;"], "value": 261}, {"keys": ["es-ES;en-US;es-MX;"], "value": 262}, {"keys": ["es-ES;es-MX;"], "value": 263}, {"keys": ["es-MX;"], "value": 264}, {"keys": ["es-MX;en-US;"], "value": 265}, {"keys": ["es-MX;en-US;es-ES;"], "value": 266}, {"keys": ["es-MX;es-ES;"], "value": 267}, {"keys": ["fi-FI;"], "value": 268}, {"keys": ["fi-FI;en-US;"], "value": 269}, {"keys": ["fr-CA;"], "value": 270}, {"keys": ["fr-CA;en-GB;en-US;fr-FR;"], "value": 271}, {"keys": ["fr-CA;en-US;"], "value": 272}, {"keys": ["fr-FR;"], "value": 273}, {"keys": ["fr-FR;ar-SA;"], "value": 274}, {"keys": ["fr-FR;ar-SA;en-US;"], "value": 275}, {"keys": ["fr-FR;de-DE;en-US;"], "value": 276}, {"keys": ["fr-FR;en-GB;en-US;"], "value": 277}, {"keys": ["fr-FR;en-GB;en-US;fr-CA;"], "value": 278}, {"keys": ["fr-FR;en-US;"], "value": 279}, {"keys": ["he-IL;"], "value": 280}, {"keys": ["he-IL;en-US;"], "value": 281}, {"keys": ["hu-HU;"], "value": 282}, {"keys": ["hu-HU;en-US;"], "value": 283}, {"keys": ["it-IT;"], "value": 284}, {"keys": ["it-IT;en-GB;en-US;"], "value": 285}, {"keys": ["it-IT;en-US;"], "value": 286}, {"keys": ["ja-JP;"], "value": 287}, {"keys": ["ja-JP;en-US;"], "value": 288}, {"keys": ["ja-JP;en-US;zh-CN;"], "value": 289}, {"keys": ["ko-KR;"], "value": 290}, {"keys": ["ko-KR;en-US;"], "value": 291}, {"keys": ["ko-KR;en-US;ja-JP;"], "value": 292}, {"keys": ["ko-KR;en-US;zh-CN;"], "value": 293}, {"keys": ["nb-NO;"], "value": 294}, {"keys": ["nb-NO;en-US;"], "value": 295}, {"keys": ["nl-NL;"], "value": 296}, {"keys": ["nl-NL;en-GB;en-US;"], "value": 297}, {"keys": ["nl-NL;en-US;"], "value": 298}, {"keys": ["pl-PL;"], "value": 299}, {"keys": ["pl-PL;en-GB;en-US;"], "value": 300}, {"keys": ["pl-PL;en-US;"], "value": 301}, {"keys": ["pt-BR;"], "value": 302}, {"keys": ["pt-BR;en-US;"], "value": 303}, {"keys": ["pt-PT;"], "value": 304}, {"keys": ["pt-PT;en-US;"], "value": 305}, {"keys": ["ro-RO;en-US;"], "value": 306}, {"keys": ["ru-RU;"], "value": 307}, {"keys": ["ru-RU;en-GB;en-US;"], "value": 308}, {"keys": ["ru-RU;en-US;"], "value": 309}, {"keys": ["ru-RU;en-US;kk-KZ;"], "value": 310}, {"keys": ["ru-RU;en-US;uk-UA;"], "value": 311}, {"keys": ["ru-RU;kk-KZ;"], "value": 312}, {"keys": ["ru-RU;uk-UA;"], "value": 313}, {"keys": ["sk-SK;en-US;"], "value": 314}, {"keys": ["sv-SE;"], "value": 315}, {"keys": ["sv-SE;en-US;"], "value": 316}, {"keys": ["th-TH;"], "value": 317}, {"keys": ["th-TH;en-US;"], "value": 318}, {"keys": ["tr-TR;"], "value": 319}, {"keys": ["tr-TR;en-US;"], "value": 320}, {"keys": ["uk-UA;"], "value": 321}, {"keys": ["uk-UA;en-US;ru-RU;"], "value": 322}, {"keys": ["zh-CN;"], "value": 323}, {"keys": ["zh-CN;en-GB;"], "value": 324}, {"keys": ["zh-CN;en-GB;en-US;"], "value": 325}, {"keys": ["zh-CN;en-US;"], "value": 326}, {"keys": ["zh-CN;en-US;ja-JP;"], "value": 327}, {"keys": ["zh-CN;en-US;zh-TW;"], "value": 328}, {"keys": ["zh-CN;ja-JP;"], "value": 329}, {"keys": ["zh-TW;"], "value": 330}, {"keys": ["zh-TW;en-US;"], "value": 331}, {"keys": ["zh-TW;en-US;hi-IN;id-ID;vi-VN;"], "value": 332}, {"keys": ["zh-TW;en-US;ja-JP;"], "value": 333}, {"keys": ["zh-TW;en-US;zh-CN;"], "value": 334}], "type": "labelEncoding"}, {"name": "FirmwareManufacturer_map", "map": [{"keys": ["__missing__"], "value": 16}, {"keys": ["__other__"], "value": 17}, {"keys": ["AMI"], "value": 18}, {"keys": ["Alienware"], "value": 19}, {"keys": ["American Megatrends Inc."], "value": 20}, {"keys": ["American Megatrends International, LLC."], "value": 21}, {"keys": ["Dell Inc."], "value": 22}, {"keys": ["HP"], "value": 23}, {"keys": ["HUAWEI"], "value": 24}, {"keys": ["Hewlett-Packard"], "value": 25}, {"keys": ["INSYDE Corp."], "value": 26}, {"keys": ["Insyde"], "value": 27}, {"keys": ["Insyde Corp."], "value": 28}, {"keys": ["LENOVO"], "value": 29}, {"keys": ["Microsoft Corporation"], "value": 30}, {"keys": ["NEC"], "value": 31}, {"keys": ["TIMI"], "value": 32}], "type": "labelEncoding"}, {"name": "InstallLanguage_map", "map": [{"keys": ["__missing__"], "value": 21}, {"keys": ["__other__"], "value": 22}, {"keys": ["ar-SA"], "value": 23}, {"keys": ["cs-CZ"], "value": 24}, {"keys": ["de-DE"], "value": 25}, {"keys": ["en-GB"], "value": 26}, {"keys": ["en-US"], "value": 27}, {"keys": ["es-ES"], "value": 28}, {"keys": ["es-MX"], "value": 29}, {"keys": ["fr-FR"], "value": 30}, {"keys": ["it-IT"], "value": 31}, {"keys": ["ja-JP"], "value": 32}, {"keys": ["ko-KR"], "value": 33}, {"keys": ["nl-NL"], "value": 34}, {"keys": ["pl-PL"], "value": 35}, {"keys": ["pt-BR"], "value": 36}, {"keys": ["pt-PT"], "value": 37}, {"keys": ["ru-RU"], "value": 38}, {"keys": ["sv-SE"], "value": 39}, {"keys": ["tr-TR"], "value": 40}, {"keys": ["zh-CN"], "value": 41}, {"keys": ["zh-TW"], "value": 42}], "type": "labelEncoding"}, {"name": "HyperVisor_map", "map": [{"keys": ["__missing__"], "value": 5}, {"keys": ["__other__"], "value": 6}, {"keys": ["0"], "value": 7}, {"keys": ["1"], "value": 8}], "type": "labelEncoding"}, {"name": "isACOnline_map", "map": [{"keys": ["__missing__"], "value": 3}, {"keys": ["__other__"], "value": 4}, {"keys": ["0"], "value": 5}, {"keys": ["1"], "value": 6}], "type": "labelEncoding"}, {"name": "OSUILocale_map", "map": [{"keys": ["__missing__"], "value": 16}, {"keys": ["__other__"], "value": 17}, {"keys": ["de-DE"], "value": 18}, {"keys": ["en-GB"], "value": 19}, {"keys": ["en-US"], "value": 20}, {"keys": ["es-ES"], "value": 21}, {"keys": ["es-MX"], "value": 22}, {"keys": ["fr-FR"], "value": 23}, {"keys": ["it-IT"], "value": 24}, {"keys": ["ja-JP"], "value": 25}, {"keys": ["ko-KR"], "value": 26}, {"keys": ["pl-PL"], "value": 27}, {"keys": ["pt-BR"], "value": 28}, {"keys": ["ru-RU"], "value": 29}, {"keys": ["tr-TR"], "value": 30}, {"keys": ["zh-CN"], "value": 31}, {"keys": ["zh-TW"], "value": 32}], "type": "labelEncoding"}, {"name": "ProcessorManufacturer_map", "map": [{"keys": ["__missing__"], "value": 11}, {"keys": ["__other__"], "value": 12}, {"keys": [" "], "value": 13}, {"keys": ["Apple"], "value": 14}, {"keys": ["AuthenticAMD"], "value": 15}, {"keys": ["Broadcom"], "value": 16}, {"keys": ["CentaurHauls"], "value": 17}, {"keys": ["GenuineIntel"], "value": 18}, {"keys": ["Not Available"], "value": 19}, {"keys": ["QEMU"], "value": 20}, {"keys": ["Qualcomm Technologies Inc"], "value": 21}, {"keys": ["Unknown Manufacturer"], "value": 22}], "type": "labelEncoding"}, {"name": "ProcessorPhysicalCores_map", "map": [{"keys": ["__missing__"], "value": 11}, {"keys": ["__other__"], "value": 12}, {"keys": ["1"], "value": 13}, {"keys": ["12"], "value": 14}, {"keys": ["16"], "value": 15}, {"keys": ["2"], "value": 16}, {"keys": ["20"], "value": 17}, {"keys": ["24"], "value": 18}, {"keys": ["32"], "value": 19}, {"keys": ["4"], "value": 20}, {"keys": ["6"], "value": 21}, {"keys": ["8"], "value": 22}], "type": "labelEncoding"}, {"name": "ProcessorClockSpeed_map", "map": [{"keys": ["__missing__"], "value": 11}, {"keys": ["__other__"], "value": 12}, {"keys": ["1100"], "value": 13}, {"keys": ["1600"], "value": 14}, {"keys": ["1800"], "value": 15}, {"keys": ["2000"], "value": 16}, {"keys": ["2300"], "value": 17}, {"keys": ["2400"], "value": 18}, {"keys": ["2500"], "value": 19}, {"keys": ["2600"], "value": 20}, {"keys": ["2800"], "value": 21}, {"keys": ["3000"], "value": 22}], "type": "labelEncoding"}, {"name": "FirmwareVersion_map", "map": [{"keys": ["__missing__"], "value": 11}, {"keys": ["__other__"], "value": 12}, {"keys": ["1.12.0"], "value": 13}, {"keys": ["1.18.0"], "value": 14}, {"keys": ["1.9.0"], "value": 15}, {"keys": ["13.101.140"], "value": 16}, {"keys": ["F.10"], "value": 17}, {"keys": ["F.12"], "value": 18}, {"keys": ["F.15"], "value": 19}, {"keys": ["F.20"], "value": 20}, {"keys": ["F.21"], "value": 21}, {"keys": ["F.53"], "value": 22}], "type": "labelEncoding"}, {"name": "OEMName_Uncleaned_Map", "map": [{"keys": ["__missing__"], "value": 31}, {"keys": ["__other__"], "value": 2}, {"keys": ["micro-star international co., ltd.", "micro-star international co.,ltd", "MICRO-STAR INTERNATIONAL CO.,LTD", "Micro-Star International Co., Ltd.", "MICRO-STAR INTERNATIONAL CO., LTD", "Micro-Star INT'L CO.", "Micro-Star International Co.", "MICRO-STAR INTERNATIONAL CO."], "value": 3}, {"keys": ["intel corporation", "intel corp.", "Intel", "Intel Corporation", "Intel(R) Client Systems", "INTEL", "Intel Corp."], "value": 4}, {"keys": ["positivo", "positivo informatica sa", "POSITIVO", "Positivo Informatica SA", "Positivo Tecnologia SA", "Positivo", "Positivo Informatica S/A"], "value": 5}, {"keys": ["HP", "Hewlett-Packard", "HP Pavilion 061", "HP-Pavilion", "HEWLETT-PACKARD"], "value": 6}, {"keys": ["samsung electronics co., ltd.", "samsung electronics co., ltd", "samsung", "SAMSUNG ELECTRONICS CO., LTD.", "SAMSUNG ELECTRONICS CO."], "value": 7}, {"keys": ["LG Electronics", "lg electronics inc.", "lg electronics", "LG Electronics Inc."], "value": 8}, {"keys": ["lenovo", "lenovo.", "LENOVO", "Lenovo"], "value": 9}, {"keys": ["apple inc", "apple computer, inc.", "Apple Inc.", "Apple Computer"], "value": 10}, {"keys": ["asustek computer inc.", "asus", "ASUSTeK COMPUTER INC.", "ASUS", "ASUSTeK Computer Inc.", "ASUSTEK COMPUTER INC", "ASUSTeK Computer INC.", "ASUSTek Computer INC.", "ASUSTEK COMPUTER INC.", "ASUSTeK Computer INC"], "value": 11}, {"keys": ["system manufacturer", "system_manufacturer", "System Manufacturer", "System manufacturer"], "value": 12}, {"keys": ["huawei", "huawei technologies co., ltd.", "HUAWEI", "Huawei"], "value": 13}, {"keys": ["acer", "acer, inc.", "Acer", "ACER"], "value": 14}, {"keys": ["hasee", "hasee computer co.,ltd.", "hasee computer co., ltd.", "Hasee Computer", "HASEE Computer", "Hasee Computer Co.", "Hasee", "Hasee computer", "HASEE"], "value": 15}, {"keys": ["toshiba", "Semp Toshiba Informatica Ltda", "semp toshiba", "TOSHIBA"], "value": 16}, {"keys": ["fujitsu", "fujitsu client computing limited", "FUJITSU CLIENT COMPUTING LIMITED", "FUJITSU SIEMENS", "FUJITSU"], "value": 17}, {"keys": ["nec computers asia pacific sdn bhd", "nec computers sas", "NEC"], "value": 18}, {"keys": ["MicrosoftMDG", "Microsoft Corporation", "Microsoft", "MICROSOFT", "MICROSOFT CORPORATION"], "value": 1}, {"keys": ["GIGABYTE", "Gigabyte Technology Co., Ltd.", "Gigabyte Tecohnology Co., Ltd.", "GigaByte", "Gigabyte", "Gigabyte Technology Co.", "Gigabyte Tecohnology Co."], "value": 20}, {"keys": ["To be filled by O.E.M.", "To Be Filled By O.E.M", "To be filled by O.E.M", "Default string", "$(DEFAULT_STRING)", "O.E.M", "OEM", "' '", "", "N/A", "To Be Filled By O.E.M.", "Unknow"], "value": 21}, {"keys": ["GOOGLE", "Google"], "value": 22}, {"keys": ["Dell Inc.", "Dell", "DELL INC.", "Dell Inc", "DELL Inc.", "Dell Computer Corporation"], "value": 23}, {"keys": ["VMware"], "value": 24}, {"keys": ["Bochs"], "value": 25}, {"keys": ["MSI"], "value": 26}, {"keys": ["Xen"], "value": 27}, {"keys": ["QEMU"], "value": 28}, {"keys": ["Sony Corporation"], "value": 29}, {"keys": ["Red Hat"], "value": 30}], "type": "labelEncoding"}], "transformationStore": [{"transformGroup": [{"outputSignalName": "totalLCUSizeInBytes_imputed", "isFeature": false, "transformApiName": "Identity", "default": "133699070", "inputSignals": [{"type": "customFeature", "value": "totalLCUSizeInBytes"}]}, {"outputSignalName": "totalLCUSizeInBytes_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "totalLCUSizeInBytes_imputed"}, {"type": "constant", "value": "258396548.256654"}]}, {"outputSignalName": "totalLCUSizeInBytes_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "totalLCUSizeInBytes_imputed_centered"}, {"type": "constant", "value": "3.63418332287944e-9"}]}, {"outputSignalName": "numDriverUpdates_imputed", "isFeature": false, "transformApiName": "Identity", "default": "0", "inputSignals": [{"type": "customFeature", "value": "numDriverUpdates"}]}, {"outputSignalName": "numDriverUpdates_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "numDriverUpdates_imputed"}, {"type": "constant", "value": "0.173289809821175"}]}, {"outputSignalName": "numDriverUpdates_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "numDriverUpdates_imputed_centered"}, {"type": "constant", "value": "1.42187106722684"}]}, {"outputSignalName": "totalDriverSizeInBytes_imputed", "isFeature": false, "transformApiName": "Identity", "default": "0", "inputSignals": [{"type": "customFeature", "value": "totalDriverSizeInBytes"}]}, {"outputSignalName": "totalDriverSizeInBytes_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "totalDriverSizeInBytes_imputed"}, {"type": "constant", "value": "9801100.95524853"}]}, {"outputSignalName": "totalDriverSizeInBytes_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "totalDriverSizeInBytes_imputed_centered"}, {"type": "constant", "value": "1.61931392700635e-8"}]}, {"outputSignalName": "numOtherUpdates_imputed", "isFeature": false, "transformApiName": "Identity", "default": "0", "inputSignals": [{"type": "customFeature", "value": "numOtherUpdates"}]}, {"outputSignalName": "numOtherUpdates_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "numOtherUpdates_imputed"}, {"type": "constant", "value": "0.36976576287502"}]}, {"outputSignalName": "numOtherUpdates_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "numOtherUpdates_imputed_centered"}, {"type": "constant", "value": "1.08801826324079"}]}, {"outputSignalName": "totalOtherUpdatesSizeInBytes_imputed", "isFeature": false, "transformApiName": "Identity", "default": "0", "inputSignals": [{"type": "customFeature", "value": "totalOtherUpdatesSizeInBytes"}]}, {"outputSignalName": "totalOtherUpdatesSizeInBytes_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "totalOtherUpdatesSizeInBytes_imputed"}, {"type": "constant", "value": "21995471.4708294"}]}, {"outputSignalName": "totalOtherUpdatesSizeInBytes_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "totalOtherUpdatesSizeInBytes_imputed_centered"}, {"type": "constant", "value": "1.95226547057667e-8"}]}]}, {"transformGroup": [{"outputSignalName": "DeviceSampleRate_imputed", "isFeature": false, "transformApiName": "Identity", "default": "46.047586", "inputSignals": [{"type": "signalBuffer", "value": "DeviceSampleRate"}]}, {"outputSignalName": "DeviceSampleRate_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "DeviceSampleRate_imputed"}, {"type": "constant", "value": "46.358279156986"}]}, {"outputSignalName": "DeviceSampleRate_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "DeviceSampleRate_imputed_centered"}, {"type": "constant", "value": "0.0326946788318581"}]}, {"outputSignalName": "SystemVolumeTotalCapacity_imputed", "isFeature": false, "transformApiName": "Identity", "default": "242921", "inputSignals": [{"type": "signalBuffer", "value": "SystemVolumeTotalCapacity"}]}, {"outputSignalName": "SystemVolumeTotalCapacity_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "SystemVolumeTotalCapacity_imputed"}, {"type": "constant", "value": "359681.68215392"}]}, {"outputSignalName": "SystemVolumeTotalCapacity_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "SystemVolumeTotalCapacity_imputed_centered"}, {"type": "constant", "value": "0.00000311826279742103"}]}, {"outputSignalName": "OSRollbackCount_imputed", "isFeature": false, "transformApiName": "Identity", "default": "4294967295", "inputSignals": [{"type": "signalBuffer", "value": "OSRollbackCount"}]}, {"outputSignalName": "OSRollbackCount_imputed_centered", "isFeature": false, "transformApiName": "Subtract", "inputSignals": [{"type": "intermediate", "value": "OSRollbackCount_imputed"}, {"type": "constant", "value": "3726821041.71805"}]}, {"outputSignalName": "OSRollbackCount_imputed_centered_scaled", "isFeature": true, "transformApiName": "Scale", "inputSignals": [{"type": "intermediate", "value": "OSRollbackCount_imputed_centered"}, {"type": "constant", "value": "6.87227348128448e-10"}]}]}, {"transformGroup": [{"outputSignalName": "DaysSinceOobe", "isFeature": true, "transformApiName": "DateDeltaInDays", "inputSignals": [{"type": "signalBuffer", "value": "CurrentSystemTime"}, {"type": "signalBuffer", "value": "OobeCompletionTime"}]}]}, {"transformGroup": [{"outputSignalName": "HourOfDay", "isFeature": true, "transformApiName": "HourOfDay", "inputSignals": [{"type": "signalBuffer", "value": "CurrentSystemTime"}]}]}, {"transformGroup": [{"outputSignalName": "DayOfWeek", "isFeature": true, "transformApiName": "DayOfWeek", "inputSignals": [{"type": "signalBuffer", "value": "CurrentSystemTime"}]}]}, {"transformGroup": [{"outputSignalName": "UserInputA300_Clipped", "isFeature": true, "transformApiName": "ClipDataToRange", "inputSignals": [{"type": "signalBuffer", "value": "UserInputA300"}, {"type": "constant", "value": "0"}, {"type": "constant", "value": "300"}]}]}, {"transformGroup": [{"outputSignalName": "ProcessorIdentifier_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "40", "inputSignals": [{"type": "signalBuffer", "value": "ProcessorIdentifier"}, {"type": "mapToLabel", "value": "ProcessorIdentifier_map"}]}, {"outputSignalName": "PrimaryDiskType_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "4", "inputSignals": [{"type": "signalBuffer", "value": "PrimaryDiskType"}, {"type": "mapToLabel", "value": "PrimaryDiskType_map"}]}, {"outputSignalName": "LanguagePacks_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "167", "inputSignals": [{"type": "signalBuffer", "value": "LanguagePacks"}, {"type": "mapToLabel", "value": "LanguagePacks_map"}]}, {"outputSignalName": "OEMName_Uncleaned_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "30", "inputSignals": [{"type": "signalBuffer", "value": "OEMName_Uncleaned"}, {"type": "mapToLabel", "value": "OEMName_Uncleaned_Map"}]}, {"outputSignalName": "FirmwareManufacturer_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "16", "inputSignals": [{"type": "signalBuffer", "value": "FirmwareManufacturer"}, {"type": "mapToLabel", "value": "FirmwareManufacturer_map"}]}, {"outputSignalName": "InstallLanguage_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "21", "inputSignals": [{"type": "signalBuffer", "value": "InstallLanguage"}, {"type": "mapToLabel", "value": "InstallLanguage_map"}]}, {"outputSignalName": "HyperVisor_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "5", "inputSignals": [{"type": "signalBuffer", "value": "HyperVisor"}, {"type": "mapToLabel", "value": "HyperVisor_map"}]}, {"outputSignalName": "isACOnline_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "40", "inputSignals": [{"type": "customFeature", "value": "isACOnline"}, {"type": "mapToLabel", "value": "isACOnline_map"}]}, {"outputSignalName": "ProcessorPhysicalCores_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "12", "inputSignals": [{"type": "signalBuffer", "value": "ProcessorPhysicalCores"}, {"type": "mapToLabel", "value": "ProcessorPhysicalCores_map"}]}, {"outputSignalName": "ProcessorClockSpeed_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "12", "inputSignals": [{"type": "signalBuffer", "value": "ProcessorClockSpeed"}, {"type": "mapToLabel", "value": "ProcessorClockSpeed_map"}]}, {"outputSignalName": "FirmwareVersion_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "12", "inputSignals": [{"type": "signalBuffer", "value": "FirmwareVersion"}, {"type": "mapToLabel", "value": "FirmwareVersion_map"}]}, {"outputSignalName": "OSUILocale_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "17", "inputSignals": [{"type": "signalBuffer", "value": "OSUILocale"}, {"type": "mapToLabel", "value": "OSUILocale_map"}]}, {"outputSignalName": "ProcessorManufacturer_encoded", "isFeature": true, "transformApiName": "MapToNumberFunction", "default": "12", "inputSignals": [{"type": "signalBuffer", "value": "ProcessorManufacturer"}, {"type": "mapToLabel", "value": "ProcessorManufacturer_map"}]}]}], "modelId": "66cef2f373164678ae818c036ee43bbd_RDTv2_ClientCTAC_LargerModel_Onnx_0"}