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cell-03-COUNTRY TARGET ENCODING

cell-03-COUNTRY TARGET ENCODING

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6 min read
cell-03-OOF COUNTRY TARGET ENCODING

cell-03-OOF COUNTRY TARGET ENCODING

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8 min read
cell-03-Strcutured Feature Builder

cell-03-Strcutured Feature Builder

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9 min read
cell-04-SBERT TEXT REPRESENTATION

cell-04-SBERT TEXT REPRESENTATION

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7 min read
cell-05

cell-05

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5 min read
CELL-06-FEATURE COLUMN DEFINITIONS-&-PCA FOR SBERT FEATURES

CELL-06-FEATURE COLUMN DEFINITIONS-&-PCA FOR SBERT FEATURES

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8 min read
Cell-07-PCA COMPONENT SELECTION — 5-FOLD CV

Cell-07-PCA COMPONENT SELECTION — 5-FOLD CV

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11 min read
Cell-08-MODEL IMPORTS

Cell-08-MODEL IMPORTS

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7 min read
cell-09-MODEL EVALUATION

cell-09-MODEL EVALUATION

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7 min read
Cell-10-PCA: 50 + OOF Country Target Encoding

Cell-10-PCA: 50 + OOF Country Target Encoding

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11 min read
Cell-11-XGBOOST HYPERPARAMETER SEARCH SPACE

Cell-11-XGBOOST HYPERPARAMETER SEARCH SPACE

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5 min read
Cell-12-XGBOOST HYPERPARAMETER TUNING

Cell-12-XGBOOST HYPERPARAMETER TUNING

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10 min read
Cell-13-TUNED XGBOOST — OOF DEVELOPMENT EVALUATION

Cell-13-TUNED XGBOOST — OOF DEVELOPMENT EVALUATION

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9 min read
Cell-14-FINAL STRUCTURED FEATURE BUILDER

Cell-14-FINAL STRUCTURED FEATURE BUILDER

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7 min read
Cell-15-FINAL-PREDICTION-ANALYSIS

Cell-15-FINAL-PREDICTION-ANALYSIS

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6 min read