Octagon Insights - AIN 311 Project Video - 2024 P04

By kagancanerik | Updated: Dec. 27, 2024, 8:06 p.m.

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OCTAGON 
INSIGHTS
dream fight.
Predict
the result
of your
from
 1993 
to 
2021
All matches
ANALYSED
with fighter's personal statistics
SLpM (Strikes Landed per Minute): The number of significant strikes landed per minute.

Str_Acc (Striking Accuracy): The percentage of strikes that successfully landed.

SApM (Strikes Absorbed per Minute): The number of strikes absorbed per minute.

Str_Def (Striking Defense): The percentage of opponents' strikes successfully defended.

TD_Avg (Takedown Average): The average number of successful takedowns per match.TD_Acc (Takedown Accuracy): The percentage of successful takedown attempts.TD_Def (Takedown Defense): The percentage of opponents' takedown attempts successfully defended.Sub_Avg (Submission Average): The average number of submission attempts per match.
s
t
Our Approach:
Developed machine learning models by taking into account the past performance statistics of fighters.

Trained advanced models:
KNN, Gradient Boosting, SVM, Random Forest,
Logistic Regression.

Key Findings
My E-mail is...
My password is...
The Most 3 features  for winning a fights
Strikes landed per minute  Strike absorbed per minuteTakedown defence accuracy
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout.
PLAN 
01
PLAN 
It is a long established fact that a reader will be distracted by the readable content of a page when looking at its layout.
PLAN 
02
Model Accuracies
Gradient Boosting achieved highest accuracy of %72

Predict the Fight Rule the Night!

OCTAGON 
INSIGHTS

Octagon Insights - AIN 311 Project Video - 2024 P04

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