EDA - Githubissues

Mila345 / Fraud-Detection-ML

MIT License

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EDA #11

Open sergio-sanz-rodriguez opened 5 months ago

sergio-sanz-rodriguez commented 5 months ago

Analyze, visualize, get familiar with the features, and identify good candidates for model improvement: Outcomes:

Feature classification into: numerical, categorical.
List of potential feature candidates to be added to the baseline model for improvement.

Branch: EDA

JennyLuise commented 5 months ago

Unique tarif types: [ 8 9 10 11 12 13 14 15 18 21 24 27 29 30 40 42 45] Unique counter statues: [0 1 5 4 3 2 769 '0' '5' '1' '4' 'A' 618 269375 46 420] Unique counter codes: [ 0 1 5 10 16 25 40 65 101 102 201 202 203 204 207 210 214 222 227 303 305 307 310 317 325 333 367 403 407 410 413 420 433 442 450 453 467 483 506 532 565 600] Unique reading remarques: [ 5 6 7 8 9 203 207 413] Unique counter coefficients: [ 0 1 2 3 4 5 6 8 9 10 11 20 30 33 40 50] Unique counter types: ['ELEC' 'GAZ']

JennyLuise commented 5 months ago

Unique districts: [60 62 63 69] Unique regions: [101 103 104 105 106 107 199 206 301 302 303 304 305 306 307 308 309 310 311 312 313 371 372 379 399] Unique client categories: [11 12 51]