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Data Science problem on Kaggle Solved by me. Keep improving Accuracy.
kagglesolvedproblem's Introduction
This is repository to store solutions to data science problem solved by me given on Kaggle.
*
- To be Improved Later
ACC
- Accuracy / 100 (For Classification Problems)
MAE
- Mean Absolute Error / 100 (For Regression Problems)
Index |
Kaggle Link |
Status |
Tags |
1 |
Titanic: Machine Learning from Disaster |
ACC: 0.80382 |
Data Cleaning, Feature Engineering |
2 |
Bike Sharing Demand |
MAE: 0.50357 |
Seaborn, Feature Eng, Keras ANN |
3 |
Twitter sentiment analysis |
*ACC: 0.72608 |
NLTK, textual classification |
4 |
Digit Recognizer |
ACC: 0.99042 |
Keras CNN, Image Classification |
5 |
What's Cooking |
*ACC: 0.697497 |
|
6 |
House Prices: Advanced Regression Techniques |
*MAE: 0.18217 |
Catboost, Data Cleaning |
7 |
Forest Cover Type Prediction |
ACC: 0.74479 |
|
8 |
Sentiment Analysis on Movie Reviews |
ACC: 0.59882 |
NLTK, CountVect, TFIDF |
9 |
Data Science London + Scikit-learn |
ACC: 0.91281 |
|
10 |
Ghouls, Goblins, and Ghosts... Boo! |
ACC: 0.73534 |
|
11 |
Amazon.com - Employee Access Challenge |
ACC: 0.67644 |
|
12 |
New York City Taxi Trip Duration |
Not Done |
|
13 |
Bag of Words Meets Bags of Popcorn |
*ACC: 81.964 |
Word2Vec, Gensim, NLP |
14 |
New York City Taxi Fare Prediction |
Not Done |
|
15 |
Random Acts of Pizza |
Not Done |
|
16 |
Quora Question Pairs |
Not Done |
Topic Similarity, NLP |
17 |
Predict Future Sales |
Not Done |
|
18 |
Facial Keypoints Detection |
Not Done |
|
19 |
Facial Expression Recognition Challenge |
Not Done |
|
20 |
West Nile Virus Prediction |
Not Done |
|
21 |
Dogs vs. Cats |
ACC: 78.257 |
Keras CNN, Image Classification |
22 |
Human Activity Recognition with Smartphones |
*ACC: 0.9619 |
MultiClass Classification |
23 |
- |
Not Done |
|