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kaggle-solutions's Introduction

notes and solutions on kaggle competitions

|| gdb/kaggle | kaggle-cifar10-torch7 | apachecn/kaggle | SudalaiRajkumar/Kaggle | tdeboissiere/Kaggle | FindBoat/Kaggle | kaggle-satellite-imagery-feature-detection | kaggle-distracted-driver-detection | mlandry22/kaggle | aarshayj/Kaggle | kaggle-past-solutions | kaggle-web-traffic||

|| tensorflow-speech-recognition-challenge | leonardovaleriano/tensorflow-speech-recognition-challenge | DSB2017 | Kaggle-Playground | kaggle-competition-solutions ||

kaggle old competitions

No Competition Name Category Solutions type Eval metric Tests
talkingdata-adtracking-fraud-detection Featured [4th] [9th] [11th] ROC AUC
0 jigsaw-toxic-comment-classification-challenge Featured ROC AUC
0 mens-machine-learning-competition-2018 Featured LogLoss
0 data-science-bowl-2018 Featured binary-classification intersection over union (IoU)
1 mercari-price-suggestion-challenge Featured [1st] [3rd] [13th] [14th] [18th] [22nd] [22nd] [2nd stage testing] multiclass-classification RMSLE
2 statoil-iceberg-classifier-challenge Featured [1st][2nd] [3rd] binary-classification LogLoss Done
3 zillow-prize-1 Featured [17th] future-prediction MeanAbsoluteError
4 tensorflow-speech-recognition-challenge Featured [2nd] [3rd] [4th] [5%] Multiclass Accuracy
5 passenger-screening-algorithm-challenge Featured object-detection LogLoss
6 msk-redefining-cancer-treatment Featured multiclass-classification Multi Class Log Loss
7 nyc-taxi-trip-duration Playground regression Multi Class Log Loss
8 instacart-market-basket-analysis Featured [2nd] [3rd] [4th] [6th] [8th] [9th] [11th] [12th] regression mean F1 score
9 planet-understanding-the-amazon-from-space Featured [3rd] [7th] [9th] object-identification mean F1 score
10 mercedes-benz-greener-manufacturing Featured [1st] [2nd] [list of sol] regression R^2
11 intel-mobileodt-cervical-cancer-screening Featured [2nd] [9th] object-detection, multiclass-classification logloss
13 youtube8m Featured [1st] [3rd] [5th] GAP
14 the-nature-conservancy-fisheries-monitoring Featured object-detection, multiclass-classification logloss
15 data-science-bowl-2017 Featured [1st] [7th] [9th] binary-classification LogLoss
16 dstl-satellite-imagery-feature-detection Featured [3rd] [4th] [9th] multiclass-classification, object-segmentation Jaccard
17 two-sigma-financial-modeling Featured future-prediction R2
18 outbrain-click-prediction Featured [2nd] [4th] [3rd] future-prediction MAP@12
19 santander-product-recommendation Featured [1st] [2nd] [3rd] [4th] [5th] [7th] [8th] [9th] [11th] [13th] MAP@7
20 predicting-red-hat-business-value Featured [1st] [2nd] [3rd] future-prediction area under the ROC curve
21 ultrasound-nerve-segmentation Featured Dice coefficient
22 draper-satellite-image-chronology Featured [1st] Spearman's correlation coefficient
23 melbourne-university-seizure-prediction Featured [1st] [4th] [5th] [8th] area under the ROC curve
24 home-depot-product-search-relevance Featured RMSE
25 yelp-restaurant-photo-classification Featured [1st] object-labeling Mean F1-Score
26 second-annual-data-science-bowl Featured [3rd] [19th] binary-classification CRPS
27 datasciencebowl Featured binary-classification logloss
28 avazu-ctr-prediction Featured Logarithmic Loss
29 yandex-personalized-web-search-challenge Featured NDCG
30 AlgorithmicTradingChallenge Featured future-prediction RMSE
31 recruit-restaurant-visitor-forecasting Featured [7th] [8th] [11th] [12th] ensembling, time-series, forecasting RMSLE
32 web-traffic-time-series-forecasting Research [1st] ensembling, time-series, forecasting SMAPE Done
33 restaurant-revenue-prediction Featured regression RMSE
34 predict-west-nile-virus Featured [2nd] binary-classification area under the ROC curve
35 march-machine-learning-mania-2015 Featured future-prediction LogLoss
36 Heritage Health Prize Featured future-prediction LogLoss
37 genentech-flu-forecasting Featured future-prediction LogLoss
38 ultrasound-nerve-segmentation Featured object-segmentation Dice coefficient
39 cervical-cancer-screening Featured object identification area under the ROC curve
40 deloitte-western-australia-rental-prices Featured future-prediction RMSLE
41 springleaf-marketing-response Featured binary-classification area under the ROC curve
42 diabetic-retinopathy-detection Featured binary-classification quadratic weighted kappa
43 risky-business Featured future-prediction LogLoss
44 The Hewlett Foundation: Automated Essay Scoring Featured quadratic weighted kappa
45 the-allen-ai-science-challenge Featured
46 deloitte-churn-prediction Featured Area Under the ROC Curve

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