System and method for analyzing and predicting casino key play indicators
View Patent ↗A gaming system and method is set forth which provides for the predictive analysis of gaming machine performance. In one embodiment, a user may obtain useful predictions of gaming asset performance and may determine assets which should be replaced by using Microsoft® Analysis Services as a component of a predictive.
1. A method for providing predictive analysis for a casino floor which includes a plurality of gaming devices each generating historical performance data connected to a host processor and a data structure storing the historical performance data over a period of time, the method comprising:
providing the plurality of gaming devices each comprising:
(i) at least one display device;
(ii) a plurality of input devices including:
(a) an acceptor of a first physical item associated with a first monetary value;
(b) a payout device actuatable to cause a payout of an amount awarded to a player from wagered game play;
(iii) at least one gaming device processor; and
(iv) at least one data storage device storing gaming device software;
providing the historical performance data to a host processor;
configuring the host processor to receive the historical performance data as input into a predictive analysis software engine, wherein the engine selects multiple predictive analysis algorithms and blends the algorithms together to provide the predictive analysis;
determining, based upon the historical performance data, a median value for absent data points in the historical performance data when the absent data points in the historical performance data are missing or corrupted data points; and
predicting candidate gaming devices from the plurality of gaming devices to remove and suggesting alternative gaming devices to the candidate gaming devices, based upon the historical performance data.
2. The method of claim 1 , comprising limiting the prediction by predefined limits.
3. The method of claim 1 comprising selecting one or more predictive parameters selected from the group consisting of coin-in and coin out.
4. A system for providing predictive analysis for a casino floor which includes a plurality of games each generating historical performance data connected to a host processor and a data structure storing the historical performance data over a period of time, the system comprising:
providing the plurality of gaming devices each comprising:
(i) at least one display device;
(ii) a plurality of input devices including:
(a) an acceptor of a first physical item associated with a first monetary value;
(b) a payout device actuatable to cause a payout of an amount awarded to a player from wagered game play;
(iii) at least one gaming device processor; and
(iv) at least one data storage device storing gaming device software;
a host data processor;
a communication network to link the host data processor to one or more of the host processor and the data structure;
the host data processor configured to:
receive the historical performance data as input into a predictive analysis software engine, wherein the engine selects multiple various predictive analysis algorithms and blends the algorithms together to provide the predictive analysis,
determine, based upon the historical performance data, a median value for absent data points in the historical performance data when the absent data points in the historical performance data are missing or corrupted data points; and
predict candidate gaming devices from the plurality of gaming devices to remove, based upon the historical performance data.