Hugging Face's logo

phamluan
/
crypto-chainlink-predictor

English
cryptocurrency
chainlink
price-prediction
machine-learning
time-series
Model card Files
xet
Community
crypto-chainlink-predictor
File size: 899 Bytes 
96f0192
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
 
{
  "coin_id": "chainlink",
  "trained_at": "2025-10-24T07:47:04.939463",
  "feature_columns": [
    "price",
    "SMA_7",
    "SMA_25",
    "SMA_99",
    "EMA_12",
    "EMA_26",
    "RSI",
    "MACD",
    "Signal_Line",
    "MACD_Histogram",
    "BB_Upper",
    "BB_Middle",
    "BB_Lower",
    "Stoch_K",
    "Stoch_D",
    "Volatility",
    "price_change",
    "price_lag_1",
    "price_lag_3",
    "price_lag_7",
    "price_lag_14",
    "price_rolling_mean_7",
    "price_rolling_std_7"
  ],
  "performance": {
    "RandomForest": {
      "rmse": 0.8245752131027141,
      "mae": 0.6577140883348862
    },
    "GradientBoosting": {
      "rmse": 0.814107158476044,
      "mae": 0.6364056871132802
    },
    "LinearRegression": {
      "rmse": 0.1695125990383863,
      "mae": 0.12461453134476887
    },
    "LSTM": {
      "rmse": 0.7091785817242414,
      "mae": 0.5554589466676513
    }
  }
}