For Pancake Pridction, Try to use the machine learning algorithm KNN to predict it.
- You can follow the chart to quick bets.
- If you win the round, it will auto claim prize.
- If you lost the round, you can click the button
+doubleto bet next round. - You can collect more samples for the KNN, and Enable autobet to autoplay the prediction game.
This is a free project but any funding is appricated. ETH/BNB: 0x788c9F5406983Efe4f837d77CD7394Aca00Cb313
- Create a MSSQL DB named
StockData. - Create a
RoundDatatable in DBStockDatawith code bellow:
USE [StockData]
GO
SET ANSI_NULLS ON
GO
SET QUOTED_IDENTIFIER ON
GO
CREATE TABLE [dbo].[RoundData](
[RoundID] [int] NOT NULL,
[Last10sChange] [float] NULL,
[LinkPriceSecounds] [int] NULL,
[Offset] [float] NULL,
[KDChange] [float] NULL,
[Trend] [float] NULL,
[KDRatio2] [float] NULL,
[KDRatio3] [float] NULL,
[Change] [float] NULL,
[UpShadowLine] [float] NULL,
[DownShadowLine] [float] NULL,
[OnBollMiddle] [float] NULL,
[IsBull] [bit] NULL,
[ChangeBefore] [float] NULL,
[K2] [float] NULL,
[D2] [float] NULL,
[K3] [float] NULL,
[D3] [float] NULL,
[BollWidth] [float] NULL,
[BollChange] [float] NULL,
[Change10m] [float] NULL,
[Change15m] [float] NULL,
[Change20m] [float] NULL,
[Change25m] [float] NULL,
CONSTRAINT [PK_RoundData1] PRIMARY KEY CLUSTERED
(
[RoundID] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
GO
- Create a
RoundData_Predictiontable in DBStockDatawith code bellow:
USE [StockData]
GO
SET ANSI_NULLS ON
GO
SET QUOTED_IDENTIFIER ON
GO
CREATE TABLE [dbo].[RoundData_Prediction](
[RoundID] [int] NOT NULL,
[PredictionIsBull] [bit] NULL,
[PredictionIsBull2] [bit] NULL,
[PredictionIsBullV2] [bit] NULL,
[PredictionIsBullV3_0123] [bit] NULL,
[PredictionIsBullV1_0123] [bit] NULL,
[Score] [float] NULL,
[TestSetAccuracy] [float] NULL,
[kValue] [int] NULL,
[AgainstPercent] [float] NULL,
CONSTRAINT [PK_RoundData_Prediction1] PRIMARY KEY CLUSTERED
(
[RoundID] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
GO
- Fill your MSSQL connection info to config files.
Telegram: https://t.me/PancakePredictionKnn
The Config is listed in Config\AppConfig.json like bellow:
{
"faildCount": 7, //Log for faild count.
"betAmountInBNB": 0.1, //init amount to bet in BNB.
"AutoBet": false, //Enable auto bet
"Proxy": "http://127.0.0.1:7890", //It can set to ""
"DbServerName": "127.0.0.1,1433", //If will enable KNN if you set this value, default is null or empty("")
"dbName": "StockData", //Db name for KNN, must be "StockData"
"dbUser": "stockdataUser", //Your db user
"dbPassword": "stockdataUserPassword", //Your db user's password
"websocketNode": "wss://speedy-nodes-nyc.moralis.io/cde6a7978ca113c11c427bc5/bsc/mainnet/ws", //If you want to use WS then set it otherwise leave it
"wallletPrivateKey": "0x118e6050ccb1d2c03dbe71e340be74f4371a639afe6f0d1bbb9d288fdcf639d2", //Your walllet private key
"rpc_Endpoint": "https://bsc-dataseed.binance.org/" //You can change it if you have better node
}
You can get a better node for quick bet and lessing data delay. https://ankr.com/ https://www.quicknode.com/
If you want to run the project you can go to releases and a binary that will execute on your OS.
- the K value 26 will be a good one.(Success 61.33%; Max Serial lost: 5, samples: 2000)
- More samples will make its predictions more accurate.
- It's a gambling-like game, if you can't control your greed, you'll go broke.
- I went from 0.5 BNB to 7 BNB in 1 day through this game.
- But I went from 70 BNB to 0.01 BNB in half day.
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