If I were to build an app using @RomeProtocol, I’d most want to make a “cross-chain gaming and tipping platform” (fun and hassle-free).
Honestly, the cross-chain experience today is way too unfriendly for beginners.
For example, you want to play a little game on Solana or tip a blogger a few bucks. But if all your money is in an Ethereum wallet (like MetaMask), you first have to find a cross-chain bridge, transfer the money, and buy some SOL for gas fees... By the time you’re done, the moment has already passed.
If we built this platform with Rome, the experience would become super simple:
👉

Low-Cost Christmas
and
High-Cost Christmas

What Is a Confusion Matrix? How Can You Understand the Exact Number of Correct and Incorrect Predictions Made by a Trading Model?

In crypto quantitative trading, a model may have a high accuracy rate, but that doesn't tell us where it is going wrong. For example, a model may be good at identifying declines but frequently miss opportunities to catch rises. A confusion matrix compares predictions with actual outcomes, helping traders see exactly how the model performs.

First, what does a confusion matrix include?

Take predicting whether the price will rise in the next period as an example. A

Maintains view of a 99% chance of a rate hike in December! #美国10月CPI即将公布

$PLUME — Long entry: 0.01305 Take profit 1: 0.01345 Take profit 2: 0.01390 Stop-loss: 0.01245 PLUME has recovered from its recent hourly pullback. The price has returned above the short-term bottom, giving the trading strategy a bullish bias, though it still needs to break above resistance.

You might not know unless you check, but Gate CFD now supports 680 trading pairs.
Wenwen just took a look. In addition to conventional assets like gold and forex, it also offers popular tech assets like Nvidia and SpaceX, as well as domestic new energy vehicle stocks like Xiaomi, Li Auto, and Geely that Gen Z follows. Even Pop Mart, which I’m a fan of, is available.
I know quite a few people who have done their own research on these industries and are willing to take on high risk with directional trades. These CFD assets are a pretty good fit for them. Gold (XAUUSD) currently also supports 5×–

Bitcoin’s recent price action has honestly left me numb.
U.S. stocks have bounced back, but BTC is still just dragging along near 75k, with hardly any momentum. A few days ago, it finally managed to push up to 80k, only to get slammed back down—and it couldn’t even hold above the 365-day moving average.

The price is now around 74,600, with support below near the 200-day moving average at 73,143, as well as the uptrend line I drew myself. Honestly, I really can’t tell where it’s headed next. I’m just hoping it can hold the 73k level.

It’ll only really be back on track once it gets back above

✨️💫 HYPE: the next reaction matters

🚨 The plotted path needs confirmation before it becomes convincing.

#HYPE has a conditional route lower on the 1H chart. Watch whether sellers can hold the rebound below resistance and break the nearest support.

Structure

• Patterns frame the visible price structure.
• Last closed price: 74.49.
• The curve illustrates a possible path with a pullback.

KEY LEVELS

Marked target: 66.6753
Resistance: 75.2032
Support: N/A

Reassess after a recovery above resistance followed by a retest that holds.

#ShareWeekly
#GateGlobalComplianceExpansion
$HYPE ‌

Long-term holders have started realizing losses and their holdings are shrinking. LTH-SOPR posted one of its sharpest monthly declines of the year.
What’s happening to older coins?
Read Morning Brief #297👇

Today's early-session BTC rebound-short setup has played out in the expected direction.
After rebounding, the price failed to break higher and sustain the move. Overhead resistance held firm, and the price gradually pulled back, in line with the early-session forecast of a rebound facing resistance and turning lower. Although it has yet to fully reach the downside target, the move of the rebound meeting resistance and pulling back has already unfolded, confirming the early-session assessment. The market remains choppy, so risk management should remain a priority. Continue to watch how support

Market goes green: I'M A GENIUS! 🚀
Market goes red: I NEVER LIKED CRYPTO ANYWAY. 😭
Market goes sideways: Is my internet working? 😂
Crypto enthusiasts know exactly what this feels like!
#CryptoMemes #CryptoHumor #TradingLife

Intraday long trades
7️⃣ Long at 4114, exit at 4119, profit of $436
8️⃣ Long at 4117, stop-loss at 4112, -$562
Stay steady! Another wave of bearish momentum caught traders off guard!$XAU #AVAX利好短时上涨6.4% #黄金 ‌

$HYPE 1st Target Completed 👍

Take profits evenly out if I don’t mention the % of the position to close 🔥

#GE Feels great. The community staggered entries from 300-280, and it’s already climbed to 335. Very steady and solid

What Are ROC Curves and AUC? How Can You Tell Whether a Price-Movement Prediction Model Can Truly Discriminate?

In cryptocurrency quantitative trading, you cannot judge whether a model is effective by accuracy alone. Suppose BTC spends most of the time without a sharp rise: a model that always predicts a price drop could still achieve seemingly decent accuracy, yet fail to identify genuine opportunities to buy. ROC curves and AUC can help us evaluate a model’s ability to distinguish between different outcomes.

First, what is an ROC curve?

An ROC curve compares the true positive rate with th

Whether the Democrats and Republicans are working together to destroy America, or the globalist weapons are brainwashing them, one thing is CLEAR... WE NEED TO FORM "WELL REGULATED MILITIA", LIKE IT SAYS WE HAVE THE RIGHT TO DO IN THE SECOND AMENDMENT!!! FORM MILITIA NOW!!!

Following 11/7, a major counteroffensive began yesterday!

After hitting the bull-bear dividing line, momentum fizzled. The last three times it fell below MA200 and recovered, sustained gains followed. Now it has reached another critical juncture!

Whether it can reclaim and hold this level is what technical traders are most focused on right now. #标普500创7个月最大涨幅

$UNI Currently at 7.026, up 3.83% over 24H. The 1H and 4H structures are both relatively strong, and the price has just moved above the EMA20 (1H 6.995/4H 6.996). However, RSI is only 45.83 and 46.54, and the volume ratio is 0.9 with no pickup in volume, so the rebound still looks somewhat hesitant. If the price can hold above resistance at 7.137, watch to see whether it can open up further upside. If it breaks below support at 6.726, the strong structure may fail. Going forward, focus on whether 7.137 can be held decisively; the setup is invalidated if the price breaks below 6.726 and fails t