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Data Processing- Explanatory Variable: Close Price and Volume- Smoothing: MA7- Sampling: filter data only :00, :30 minute Modeling - Training on filtered data (17,500 points)- Model : Dual CNN + Dense Layer- Loss: MSE- Early Stopping Algorithmic Trading- Backtesting on test data (3,500 data points) CNN in Chart Pattern Recognition Capstone (C20-S3) Group 16 - MAY 2022 BTCUSDT 2021Close PriceVolumeMA7 + 120 minTime :00 :3080:20 by OrderLoop overeach timeframeTrade DecisionTrading Log- balance- feesCollect resultMA7 + 120 min CSV Reader Column Filter Column Filter Processing Price StatisticalAnalysis Processing Label Joiner Sampling Partitioning CNN Model Training Statistics Chunk Loop Start Prediction Python Script Loop End DateTimeManipulation Variable Creator Test Statistics CSV Writer Processing Volume Joiner Training Trading Analysis Data Processing- Explanatory Variable: Close Price and Volume- Smoothing: MA7- Sampling: filter data only :00, :30 minute Modeling - Training on filtered data (17,500 points)- Model : Dual CNN + Dense Layer- Loss: MSE- Early Stopping Algorithmic Trading- Backtesting on test data (3,500 data points) CNN in Chart Pattern Recognition Capstone (C20-S3) Group 16 - MAY 2022 BTCUSDT 2021Close PriceVolumeMA7 + 120 minTime :00 :3080:20 by OrderLoop overeach timeframeTrade DecisionTrading Log- balance- feesCollect resultMA7 + 120 min CSV Reader Column Filter Column Filter Processing Price StatisticalAnalysis Processing Label Joiner Sampling Partitioning CNN Model Training Statistics Chunk Loop Start Prediction Python Script Loop End DateTimeManipulation Variable Creator Test Statistics CSV Writer Processing Volume Joiner Training Trading Analysis

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Created by: Tle
Created at: 2022-03-30
On NodePit since: 2022-04-24
Last update: 2024-09-16
Created with KNIME version: v4.5.2

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