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Top Kaggle Team (Jigsaw Challenge) (2. Top Submission (2.1 Top Model (2.1…
Top Kaggle Team
(Jigsaw Challenge)
2. Top Submission
2.1 Top Model
2.1.2 Top Algorithm
2.1.2.2 Tested Hypothesis
2.1.2.1 Top Researched Trends
2.1.1 Prepared Data
2.1.1.2 Engineered Features
2.1.1.2.3 Synthetic Features
2.1.1.2.2 Transformed Subset of Original Features
2.1.1.2.1 Business Understanding
2.1.1.2.4 External Data
2.1.1.1 Cleaned Data
2.1.1.1.2 Quality Checks
2.1.1.1.1 Outlier Checks
2.1.3 Optimal Hyperparameters
2.1.3.2 Automated Search Loop
2.1.3.1 Evaluation Metric
2.1.3.1.1 Kaggle Metric
2.1.3.1.2 Industry Standard Metric
2.1.3.1.3 Gut Feeling Metric
2.1.3.3 Hyperparameter Space
2.2 Submission File
1. Kaggle Team
What
do we need to create?