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1. (WO2018089574) PREDICTIVE ANALYTIC METHODS AND SYSTEMS
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Pub. No.: WO/2018/089574 International Application No.: PCT/US2017/060766
Publication Date: 17.05.2018 International Filing Date: 09.11.2017
IPC:
G06F 17/10 (2006.01) ,G06K 9/62 (2006.01) ,G06F 15/18 (2006.01) ,G06N 99/00 (2010.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
10
Complex mathematical operations
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62
Methods or arrangements for recognition using electronic means
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
15
Digital computers in general; Data processing equipment in general
18
in which a programme is changed according to experience gained by the computer itself during a complete run; Learning machines
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
99
Subject matter not provided for in other groups of this subclass
Applicants:
MINITAB, INC. [US/US]; 1829 Pine Hall Road State College, Pennsylvania 16801, US
Inventors:
STEINBERG, Dan; US
CARDELL, Nicholas; US
Agent:
LACEY, Herbert; US
Priority Data:
62/421,21511.11.2016US
Title (EN) PREDICTIVE ANALYTIC METHODS AND SYSTEMS
(FR) PROCÉDÉS ET SYSTÈMES D'ANALYSE PRÉDICTIVE
Abstract:
(EN) Apparatus and associated methods relate to developing a predictive analytic model based on data records partitioned as a function of at least one relationship between parts and folds, assigning more than one part to test each fold, and assigning at least one part to test more than one fold; and evaluating the predictive analytic model based on more than one prediction determined for each observation in each test data record as a function of a predictive analytic model not trained on the test data record. In an illustrative example, the relationship between parts and folds may exclude some of the training data in common, with the same degree of overlap in the data between each pair of folds. Various examples may advantageously produce models built on each pair of folds having nearly equal pairwise-correlation of their predictions with models built on any other pair of folds.
(FR) L'invention concerne un appareil et des procédés associés qui se rapportent au développement d'un modèle analytique prédictif basé sur des enregistrements de données partitionnés en fonction d'au moins une relation entre des parties et des plis, en affectant plus d'une partie pour tester chaque pli, et en affectant au moins une partie pour tester plus d'un pli; et en évaluant le modèle analytique prédictif d'après plus d'une prédiction déterminée pour chaque observation dans chaque enregistrement de données de test en fonction d'un modèle analytique prédictif qui n'a pas été entraîné sur l'enregistrement de données de test. Dans un exemple illustratif, la relation entre les parties et les plis peut exclure certaines des données d'entraînement en commun, avec le même degré de recouvrement dans les données entre chaque paire de plis. Divers exemples peuvent avantageusement produire des modèles construits sur chaque paire de plis présentant une corrélation par paires presque égale de leurs prédictions avec des modèles construits sur une quelconque autre paire de plis.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)