Hi I am an AI developer. I have produced the following models. I am waiting for your comments and looking for opportunities.
Chart Analysis Explanations:
The first chart shows the ETH price on a 1-hour timeframe with predictions marked by green and red stars:
Green Stars indicate expected short-term uptrends:
Minimum 2.5% rise required.Uptrend must occur within 24 hours.Stop loss should not exceed 2.5%.
Red Stars indicate expected short-term downtrends:
Minimum 2.5% drop required.Decline must occur within 24 hours.Stop loss should not exceed 2.5%.
Phase I and Phase II Models:
Phase I Models: Machine learning models trained on data from 2015-2024 to predict Green and Red stars. Higher scores suggest a higher likelihood of the predicted trend. Relevant graphs include Phase I Long Trend Forecasting V1 and V2 for uptrends, and Phase I Short Trend Forecasting V1 and V2 for downtrends.
Phase II Models: Real-time models that improve over time:
General Model: Trained on 75% of the data, optimized on 25%, for general market trends.Special Model: Trained on the first 75% of data and optimized on the last 25%, useful for specific market structures but less reliable in uncertain conditions.
Anomaly Models:
Anomaly Models (Anom_Model_1 to Anom_Model_4): Real-time models detecting market anomalies:Greater distance from 0 indicates more abnormal pricing.Increasing anomaly with falling prices suggests undervaluation; increasing anomaly with rising prices suggests overvaluation. Anomalies may result from news, manipulation, or uncertainty.
Trading Tactics:
Trade if at least 2 out of 4 Phase I and Phase II models show a strong score. Use anomaly levels to determine risk.
