🏆 Gate hits the global Top 3 — giveaway time! 🎁
Per DeFiLlama (Nov 9), Gate ranked 3rd globally among CEXs, with $40.66M in 24-hour net inflows.
Let's celebrate 💙
🎁 3 winners × 5 USDT
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What Are Precision and Recall? Why Should Trading Models Not Just Chase More Bullish Signals?

In crypto quantitative trading, a model may generate many bullish signals every day, but more signals do not mean more profitable opportunities. If a model frequently mistakes a downtrend for an uptrend, traders may repeatedly hit stop-losses. Precision and recall measure a model’s ability to identify bullish opportunities from different perspectives.

First, what is precision?

Precision is the proportion of samples that actually rise among all those the model classifies as bullish. Suppose the mode

Doubao has officially integrated the Seedream 5.5 image model, adding three capabilities for image design: stable multi-turn editing, native RGBA transparent asset output, and more accurate rendering of lighting, materials, and complex text.

Rather than simply focusing on making images look good, this update targets real pain points like image cutouts, repeated revisions, and tiny text turning blurry. Whether it can gain a foothold will depend on the consistency of its actual image outputs.

$BTC

What Is a False Breakout? Why Might the Price Quickly Reverse After Breaking Through a Key Level?

In cryptocurrency trading, BTC suddenly falling after breaking through resistance, or quickly rebounding after dropping below support, may be related to false breakouts. A false breakout can make traders mistakenly believe a trend has formed, leading them to enter at the wrong time. Understanding why false breakouts occur and how to identify them is therefore an important part of managing trading risk.

First, what is a false breakout?

A false breakout occurs when the price briefly breaks throug

$INIT
UPDATE
#INIT is getting a good volume here. We can see 60%+ gain here ✍🏻
#INITUSDT #INITBTC

The Fed's biggest fear is inflation making a comeback! Why are rate cuts getting harder and harder?

Many investors think that as long as US inflation falls, the Fed should cut rates. That sounds reasonable, but monetary policy in reality is not so simple.
What the Fed is actually most worried about is inflation flaring up again.
If prices fall for several consecutive months, the central bank can gradually assess the scope for rate cuts. But if inflation has just eased and then picks up again due to rising oil prices, wage growth, or a rebound in service costs, those previous efforts may be un

If Trump wasn’t president, Bitcoin would probably be trading at $150K–$200K right now.

One thing crypto has taught me is that protecting your capital is just as important as making profits.

The market will always offer new opportunities, but patience and discipline help you avoid unnecessary mistakes.

You don't need to catch every move. Sometimes waiting is the smartest decision.

What's your biggest trading lesson so far? 👇

#Gate #CryptoCommunity #Bitcoin #TradingMindset #ShareWeekly
$NVDA ‌

Holy crap, holy crap🔥🔥
Finally, 20000 followers!

Holy shit, did SoftBank actually default on the gas turbine deal?

What Are Support and Resistance Levels? Why Does Price Often See Repeated Battles in These Areas?

In crypto trading, BTC sometimes falls to a certain area and rebounds, or rises to an area and then pulls back. These recurring points where prices react are often related to support and resistance levels. But they are not precise boundaries that guarantee a price reversal; rather, they are important tools for helping traders analyze market structure.

First, what is a support level?

A support level is a price area where stronger buying may emerge as the price falls, slowing the decline. When th

Come #Gate discover more event market opportunities https://gate.onelink.me/Hls0/prediction?page=detail&event_ticker=1183210&source=cex

What Is Feature Engineering? How Can More Valuable Trading Signals Be Extracted from Price, Volume, and Volatility?

In crypto quantitative trading, the performance of machine learning models depends not only on the algorithm, but also on the quality of their input data. Raw price and volume records capture market movements, but may not directly express trends, momentum, and risk. Feature engineering is the process of transforming raw data into information that is more suitable for models to learn from.

First, how can price features be constructed?

You can calculate returns over different pe

You have 10 seconds to find the sensitive word in this sentence.
Anyone who can answer instantly has basically been thoroughly conditioned by the Chinese internet.

What Are Support and Resistance Levels? Why Does Price Often See Repeated Battles in These Areas?

In cryptocurrency trading, BTC may sometimes rebound after falling to a certain area, or pull back after rising to another. These recurring price reaction points are often related to support and resistance levels. However, they are not precise boundaries that guarantee a price reversal, but important tools for helping traders analyze market structure.

First, what is a support level?

A support level is a price area where stronger buying may emerge as prices fall, slowing the decline. If the pric

At 21:30 Beijing time tonight, the U.S. Bureau of Labor Statistics will release October CPI inflation data. Because of the federal government shutdown in October 2025, which disrupted price collection that month, this report will not include year-over-year (12-month) changes in headline or core CPI. Markets will have to rely on month-over-month readings to assess the inflation trend.

Economists surveyed by Reuters unanimously expect headline CPI to rise 0.3% month over month and core CPI to rise 0.2%. This is the last CPI report before the Fed’s December policy meeting. Nonfarm payrolls previ

#美股财报季 #Gate股票畅聊季 #WCTCS9 #每周来晒 #美国10月CPI即将公布
How does elevated CPI weigh on tech stock prices?
Wall Street is once again on high alert tonight: October CPI is due at 21:30, followed by PPI at the same time on November 13. These two inflation reports are the biggest macro constraints on tech stocks right now. Tech stock valuations are highly sensitive to interest rates, with the impact flowing mainly through Treasury yields and discount rates before spreading into divergence across sectors.
📌 The underlying logic of how CPI weighs on tech stocks
Why is inflation connected to tech stocks? Be