CPI day and bitcoin:native is sitting right on the floor 👀
GM Phantoms. Tuesday bitcoin:native update 👻
📍 $74.8K, 0.2% from the $74.9K support zone
📉 Down 9.3% in 30 days, 40% off the ATH
🔴 Short term: bearish
🔴 Mid term: bearish (flipped since yesterday)
🔴 Long term: bearish
⚠️ US CPI drops at 8:30am ET. Since Jan 2025, bitcoin:native’s daily range has been 26% wider the day before CPI and 10% wider on the day.
Hold the floor or lose it? 👇
Full brief 👇
#Bitcoin #Crypto #CPI #PhantomSignals

My outlook for BTC and Ethereum: I’m still bullish on the higher timeframes, but bearish pressure is relatively strong on the 4-hour structure. Use the following as a reference. If you’re more aggressive, you can open an initial position at market; if you’re more conservative, wait for the right levels. Just my personal view.

I was a little warrior as a kid, and a veteran when I grew up.

Aoying has said three times over the past two days that crypto is over—is it really about to end? $BTC $NVDA

What are we aping into, what are we aping into?
Are we in the meme agent archaeology phase now?
How have Neiro and PNUT already pumped?
What are we aping into next, gurus???

Cathie Wood was buying while everyone else was capitulating again. She spent 45.9 million buying Nvidia at Thursday’s lows, then kept adding on Friday. That’s just how she is: the more it drops, the more willing she is to buy. She’s betting on computing power three to five years from now, not this week’s chart. Whether you follow her is another matter, but putting real money on the line beats just calling the bottom. Are you still holding NVDA?

What Is Class Imbalance? Why Can Cryptocurrency Prediction Models Look Accurate Yet Have No Trading Value?

In cryptocurrency quantitative trading, model accuracy can easily be misleading. If most periods in the test data do not feature a strong upward move that meets the defined criteria, a model that always predicts “no rise” may still achieve high accuracy, yet fail to identify genuine trading opportunities. This is the problem caused by class imbalance.

First, what is class imbalance?

Class imbalance occurs when the number of samples in different classes varies greatly in a dataset. For

🏆 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
Join in 👇
✅ Follow @Gate_Livezh & @Gate__Live
❤️ Like + Repost
💬 What's a recent win you're proud of? Share it below! 🏆
📊 Source:
https://www.odaily.news/zh-CN/newsflash/532275
‍#GateLive #Gate

From one liquidation after another at the beginning to clawing my way up from 5000u to having a house and car and a happy marriage, all in just two short years. I’ve also summed up 8 principles for respecting the market and sticking to my trading rules.
1. The market is never wrong; only I am. Don’t get mad at the market or subjectively fight the trend.

2. Any market move can reverse. There are no 100% certain opportunities, so always leave room for error.

3. Profits come from the market, not from my brilliant predictions. Don’t get carried away by profits or casually increase position sizes

$GT ‌Looking at the broader structure, the market experienced a sharp initial drop from the 9.87 level down to a local bottom around 9.52, followed by a prolonged consolidation phase. Currently, the market structure is showing signs of a shift from a bearish slide to a range-bound accumulation, as price action is attempting to establish a higher low structure near the 9.74 support zone while compressing within the Bollinger Bands.

K Line Analysis: The price is currently trading at 9.79, hovering just above the middle Bollinger Band (MB: 9.72) and the short-term moving average (MA5: 44.20K),

$ARB
SHORT
ENTRY 0.16870 - 0.17
TARGETS : 0.1658, 0.163 , 0.16
STOPLOSS: 0.17035
LEVERAGE: 50X
INVESTED FUND ONLY 2%

What Is Walk-Forward Testing? Why Can Backtesting Over a Fixed Period Hide Strategy Flaws?

In cryptocurrency trading, market conditions are constantly changing. A strategy may perform exceptionally well in a bull market but get stopped out frequently in a sideways market; it may also be profitable on a certain period of historical data but fail to adapt to subsequent volatility. Walk-forward testing can help traders assess how well a strategy adapts across different periods.

First, what is walk-forward testing?

Walk-forward testing typically divides historical data into consecutive time win

What Are ROC Curves and AUC? How Can You Tell Whether a Price Direction Prediction Model Can Truly Distinguish Between Outcomes?

In crypto quantitative trading, you can’t judge whether a model is effective by accuracy alone. Suppose BTC spends most of its time without a major rise. A model that always predicts a decline might still achieve seemingly good accuracy, yet fail to identify genuine opportunities to go long. ROC curves and AUC can help us assess a model’s ability to distinguish between different outcomes.

First, what is an ROC curve?

An ROC curve compares the true positive rate wi

Ondo Falls Below All 3 Daily EMAs as Selling Pressure Intensifies
ONDO remains tilted toward a downtrend.
As of November 9, ONDO is trading around $0.352, with the price still sitting below all three key daily EMAs. Specifically, the EMA20 is around $0.4009, the EMA50 is at $0.4186, and the EMA200 is near $0.3866. This indicates that the medium-term structure remains weak, even though the price is showing signs of slight stabilization on shorter timeframes.
⚠️ Personal market analysis only. NFA — manage risk and DYOR.
Educational content, not investment advice or a recommendation to buy, sell,

$BTC Earlier, I pointed out that the liquidation cluster between $73K and $74K is larger than the one above price.

Looking at the numbers, we have roughly $1.3B in long liquidations below compared to $800M in short liquidations above.

While this imbalance favors the downside, it's far from extreme.

An upside sweep remains possible, but based on the current liquidity distribution, I still slightly favor a red day today.

Tonight at 21:30
U.S. October CPI inflation data will be released
CPI is the Fed's key gauge for rate cuts, directly shaping Bitcoin's direction tonight
Data above expectations → inflation rebounds, rate-cut expectations cool, bearish for crypto
Data below expectations → inflation eases, rate-cut expectations rise, bullish for crypto
Volatility will be intense tonight. Don't bet on the direction in advance; stay defensive and wait for the data. $BTC ‌#美伊谈判出现新进展

$ETH The lower-timeframe pattern is forming a triangle, and a short-term upside breakout after consolidation seems more likely. It doesn’t look like a bearish continuation pattern, so a rebound is still expected in the short term. With all the negative news now out, the price should also start recovering and rising.