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Article
What Is Overfitting? Why Can More Finely Tuned Parameters Make a Strategy More Fragile?
In cryptocurrency trading, some strategies show increasingly high historical returns and increasingly attractive backtest curves after repeated parameter adjustments. However, once they enter live markets, their performance can quickly deteriorate. A common reason behind this is overfitting.
First, what is overfitting?
Overfitting occurs when a strategy adapts too closely to specific fluctuations and chance patterns in historical data, leading it to perform well in the past but lack the ability to adapt to
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Things are moving exactly as expected.
Sweep of the lows + bullish divs, right into the 200d EMA, and the elections are now behind us.
Feeling optimistic about the future.
Could see some more chop around here, but expecting new all-time highs for $BTC in 2027.
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BTC-0.67%
Trenches
ZIG
Z
bade
b
ZIG
0x8c...1145
Market Cap
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Change
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24h Vol
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Holders
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BTC
B
bade
b
BTC
C5xp...pump
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Change
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24h Vol
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Holders
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HIGH
H
bade
b
HIGH
7ymF...high
Market Cap
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Change
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24h Vol
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Holders
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STONK
S
bade
b
STONK
6GmA...UNgx
Market Cap
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Change
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24h Vol
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Holders
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CORLA
C
bade
b
CORLA
0xba...7777
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Change
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Holders
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BTC analysis by Fibonacci levels
$BTC ‌
Based on the 4-hour chart and the latest significant impulse (from a low of $75,778 to a high of $81,884), a Fibonacci retracement grid has been drawn. The current price of ~$80,568 is in the upper part of the range, indicating bullish strength.
Fibonacci extension targets
(at a breakout above $81,884):
1.272: ~$83,540
1.618: ~$85,650
2.000: ~$88,000
BTC-0.67%
Today's little short-term win is in the bag! BTC broke out, pulled back, then broke out again. Banked 1037 points and hit ✅TP1. Everyone set BE. Wait for the next opportunity! #BTC $BTC
飞鱼2026祝福版
Latest Bitcoin strategy! Don't miss it!!!
BTC-0.67%
📣 How can you quickly plan a livestream people want to watch and chat in?
🔹 Find a question worth tuning in for. Pick a question your audience cares about from the day’s headlines. Share your take and explain what backs it up.
🔹 Write a specific title and use a recognizable cover. Try “Earnings beat expectations. So why did the stock drop?” Use your cover to make your personal brand easy to recognize.
🔹 Start the conversation before you go live. Schedule your stream in advance, share what you’ll cover on Gate Square and in your community chats, and invite questions. Add the ones your fans
GateLive
📣 How can you quickly plan a livestream people want to watch and chat in?
🔹 Find a question worth tuning in for. Pick a question your audience cares about from the day’s headlines. Share your take and explain what backs it up.
🔹 Write a specific title and use a recognizable cover. Try “Earnings beat expectations. So why did the stock drop?” Use your cover to make your personal brand easy to recognize.
🔹 Start the conversation before you go live. Schedule your stream in advance, share what you’ll cover on Gate Square and in your community chats, and invite questions. Add the ones your fans care about most to your rundown.
👉 Go live now and earn up to 40% in trading fee rebates. https://www.gate.com/live
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  • 2
BTC ETFs See Nearly $1 Billion in Outflows Over Two Days! With Institutional Capital Pulling Back, W
live-cover
LIVE2,141
🇺🇸JACK DORSEY’S BLOCK FACES $764 MILLION DOJ SETTLEMENT! 🏦💰
Block has reached an agreement in principle with the U.S. Department of Justice over alleged anti-money laundering compliance failures.
↳ Proposed net payment:$ 764 MILLION💵
↳ Total settlement amount: Approximately $964 MILLION 💰
↳ The agreement would defer prosecution for three years. ⚖️
post-image
How can you identify market conditions? Why might the same trading strategy perform very differently in bull, bear, and ranging markets?
In crypto trading, many people look for a fixed strategy that can keep generating profits regardless of how market conditions change. But markets do not always behave the same way. When trends, volatility, and capital flows change, the same strategy can perform very differently.
First, what are market conditions?
Market conditions refer to the overall characteristics of the market during a given period, and are usually categorized as bull, bear, or ranging ma
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[NEW STREAMER]market update
live-cover
LIVE1,685
True courage isn't being fearless; it's moving forward even when you're afraid~
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#WCTCS9 #$DOGE
Dogecoin is trading near 0.07527 USDT in the latest Gate spot snapshot, taken at about 09:00 UTC on November 4, 2026. Over the last 24 hours the price is up about 2.03%, and the intraday range runs from 0.07230 to 0.07573, a swing of roughly 4.7%. Over seven days DOGE is down about 4.89%, and it sits about 28.9% below its September 22 intraday high of 0.10589. Market capitalization is about 12.59 billion USD, and reported 24-hour volume is about 275.1 million USD. The short-term picture is weak but not broken. The higher timeframes still show a descending structure, and the nex
Many media outlets are like this nowadays, making things up and stirring up controversy
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10x already, and it just keeps flying as I sell
Still too timid—didn’t dare buy more or hold more
The farmer made a small profit today
For trading dog coins, use Ave—smooth on-chain scanning and lightning-fast trades:
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Bro, how much pressure do you wake up carrying every day?
post-image
Golden September and Silver October have come to a close, and a new window for market positioning has opened!

The market never moves according to anyone’s expectations. Standing firm amid its rises and falls takes more than luck: it takes a thorough understanding of market rhythms and unwavering trading discipline.

November is a fresh start. Next, I’ll break down strategies for short-term trading, swing positioning, medium- and long-term holdings, and selling high and buying low within a range, tailored to different capital sizes. I’ll forecast market direction in advance and provide clear
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BTC-0.65%
ETH-1.23%
Finally, @whitebeardwala met Ady & Sandy 🔥
@cryptoady @CryptoPointHi
Go long at 4116, stop 4108, targets 4128 and 4139$XAU #BTC重返8万 #黄金 ‌
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XAU+0.38%
  • 2
Mining this thing @HashDogeIO is a bit difficult. Only a few dozen have been mined so far; I’ve only mined one.
Like hashcat on Ethereum, the further along it gets, the more expensive it is to mine. Seems .ai hasn’t been mined yet.
post-image
ETH-1.26%
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