Info:

Key Value
Generated: 2025-05-16
Past Days: 40
Future Days: 3
validate: 30.0%
directionPenalty: 20
directionReward: -10
batchSize: 53
learningRate: 0.003

Trading Bot:

Key Value
Hunni Start: 100 Euro
Investment: 50 Euro
Test Period: 97
Start ➔ End: 1200.0 ➔ 1466.09
Profit: 22.17% (2.74 Euro per day)
Start_all ➔ End_all: 1600.0 ➔ 1899.61
Profit_all: 18.73% (3.09 Euro per day)

Buy:

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 115.87 0%
RepeatValue (gif, png) 116.67 59%
RandomValue (gif, png) 105.47 53%
LargeDense (gif, png) 110.69 69%
SmallDense (gif, png) 110.01 71%
LSTM (gif, png) 119.64 63%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 119.86 0%
RepeatValue (gif, png) 107.12 47%
RandomValue (gif, png) 103.97 52%
LargeDense (gif, png) 132.37 64%
SmallDense (gif, png) 130.13 62%
LSTM (gif, png) 125.90 68%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 66.97 0%
RepeatValue (gif, png) 69.16 58%
RandomValue (gif, png) 71.89 52%
LargeDense (gif, png) 98.43 67%
SmallDense (gif, png) 105.69 66%
LSTM (gif, png) 101.28 65%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 106.65 0%
RepeatValue (gif, png) 94.24 54%
RandomValue (gif, png) 98.38 44%
LargeDense (gif, png) 158.12 63%
SmallDense (gif, png) 137.18 63%
LSTM (gif, png) 137.12 59%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 93.40 0%
RepeatValue (gif, png) 91.30 50%
RandomValue (gif, png) 94.41 52%
LargeDense (gif, png) 106.41 59%
SmallDense (gif, png) 112.46 61%
LSTM (gif, png) 112.36 60%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 112.73 0%
RepeatValue (gif, png) 91.01 51%
RandomValue (gif, png) 111.64 54%
LargeDense (gif, png) 137.15 60%
SmallDense (gif, png) 138.65 61%
LSTM (gif, png) 119.22 59%

Sell:

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 121.82 0%
RepeatValue (gif, png) 93.39 52%
RandomValue (gif, png) 97.37 46%
LargeDense (gif, png) 122.37 70%
SmallDense (gif, png) 114.98 71%
LSTM (gif, png) 113.71 67%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 106.65 0%
RepeatValue (gif, png) 91.71 45%
RandomValue (gif, png) 101.60 52%
LargeDense (gif, png) 136.48 63%
SmallDense (gif, png) 135.50 71%
LSTM (gif, png) 124.93 56%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 119.86 0%
RepeatValue (gif, png) 97.34 51%
RandomValue (gif, png) 103.73 43%
LargeDense (gif, png) 132.34 64%
SmallDense (gif, png) 134.13 68%
LSTM (gif, png) 136.93 70%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 106.01 0%
RepeatValue (gif, png) 127.25 45%
RandomValue (gif, png) 115.78 54%
LargeDense (gif, png) 124.10 70%
SmallDense (gif, png) 136.57 69%
LSTM (gif, png) 96.36 59%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 96.39 0%
RepeatValue (gif, png) 108.65 44%
RandomValue (gif, png) 105.90 50%
LargeDense (gif, png) 99.96 65%
SmallDense (gif, png) 99.85 66%
LSTM (gif, png) 96.95 66%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 112.73 0%
RepeatValue (gif, png) 103.88 47%
RandomValue (gif, png) 110.42 54%
LargeDense (gif, png) 125.72 53%
SmallDense (gif, png) 127.56 61%
LSTM (gif, png) 111.16 64%

Ambiguous:

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 112.73 0%
RepeatValue (gif, png) 98.74 50%
RandomValue (gif, png) 112.66 49%
LargeDense (gif, png) 112.73 60%
SmallDense (gif, png) 124.59 56%
LSTM (gif, png) 119.60 52%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 93.40 0%
RepeatValue (gif, png) 103.17 49%
RandomValue (gif, png) 96.69 53%
LargeDense (gif, png) 110.88 57%
SmallDense (gif, png) 108.10 54%
LSTM (gif, png) 112.36 57%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 116.40 0%
RepeatValue (gif, png) 99.71 23%
RandomValue (gif, png) 147.39 38%
LargeDense (gif, png) 123.92 54%
SmallDense (gif, png) 114.98 54%
LSTM (gif, png) 134.10 47%

Test 0% ↗

Predicted Ups: 12/21 (57%)

Predicted Downs: 12/21 (57%)

Model Hunni Score Pred.
LastValue (gif, png) 106.01 0%
RepeatValue (gif, png) 124.54 53%
RandomValue (gif, png) 118.86 48%
LargeDense (gif, png) 103.71 49%
SmallDense (gif, png) 85.99 52%
LSTM (gif, png) 113.52 51%