AI LEARNING ENGINE

O/U Feature Importance

This page ranks which signals are actually predicting winning official O/U picks.

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Best Predictor Over Price 28.2% importance
Sample Size 61 graded official picks
Correlation -0.282 signed relationship with winning

Predictor Rankings

Sorted by strongest relationship to winning.

Rank
Predictor
Importance
Strength
Avg Win
Avg Loss
Gap
Meaning
1
Over Price
28.2%
-0.282
-75.00
25.69
-100.69
Useful signal
2
Under Price
26.4%
+0.264
-74.91
-233.72
+158.82
Useful signal
3
Park Factor HR
18.5%
-0.185
1.00
1.03
-0.02
Useful signal
4
Park Factor Runs
18.0%
-0.180
1.01
1.03
-0.02
Useful signal
5
Sportsbook Total
13.0%
-0.130
8.73
9.30
-0.57
Weak signal
6
Final Blended Score
13.0%
-0.130
59.49
63.36
-3.87
Weak signal
7
Pitcher Score
10.2%
+0.102
32.33
26.11
+6.22
Weak signal
8
Bullpen Score
9.4%
+0.094
43.79
37.96
+5.83
Weak signal
9
Altitude FT
9.1%
-0.091
821.56
1107.52
-285.95
Weak signal
10
Wind Speed MPH
6.6%
+0.066
6.67
6.04
+0.63
Weak signal
11
AI Score
6.1%
-0.061
65.33
66.92
-1.58
Weak signal
12
Weather Score
5.5%
+0.055
23.47
20.44
+3.03
Weak signal
13
Market Score
5.4%
+0.054
13.21
10.46
+2.75
Weak signal
14
Park Score
5.3%
-0.053
4.98
6.16
-1.19
Weak signal
15
Temperature F
4.3%
-0.043
76.94
77.87
-0.93
Almost no predictive value
16
Total Edge Runs
3.4%
-0.034
0.83
0.86
-0.03
Almost no predictive value
17
Confidence
2.6%
-0.026
59.73
60.08
-0.36
Almost no predictive value
18
Lineup Score
0.0%
+0.000
30.70
30.67
+0.03
Almost no predictive value
Important: Feature importance reflects the current historical sample. Rankings may change as more official selections are graded.