AnilSener / Axa-Insurance-Telematics-Kaggle
I developed this case study only in 7 days with Pyspark (Spark 1.6.0) SQL & MLlib. I used Databricks cluster and AWS. %90 AUC is achieved (without involving Trip Matching-Repeated Trips feature) with Random Forest. Many ensembles with RF, GBT and Logistic Regression and outlier elimination could be used to improve this result. There are two vers…
☆17Updated 8 years ago
Alternatives and similar repositories for Axa-Insurance-Telematics-Kaggle:
Users that are interested in Axa-Insurance-Telematics-Kaggle are comparing it to the libraries listed below
- ☆13Updated 5 years ago
- Containing codes of participation in Kaggle competitions.☆37Updated 9 years ago
- Code for the Kaggle acquire valued shoppers challenge☆66Updated 10 years ago
- AXA Driver Telematics Challenge on Kaggle.com☆51Updated 7 years ago
- Code to munge data between Kaggle .tsv Rotten Tomatoes Sentiment Analysis data set and Vowpal Wabbit☆24Updated 10 years ago
- PySpark Machine Learning Examples☆45Updated 7 years ago
- ☆26Updated 9 years ago
- Code example to predict prices of Airbnb vacation rentals, using scikit-learn on Spark with spark-sklearn, on MapR.☆44Updated 8 years ago
- A POC of Google's Wide & Deep Learning models deployed on Google Cloud ML Engine for Kaggle's Outbrain Click Competition☆36Updated 6 years ago
- ☆26Updated last year
- Code for Kaggle's Default Loan Prediction - Imperial College London challenge.☆29Updated 11 years ago
- This repository contains code files specifically IPython notebooks for the assignments in the course "Scalable Machine Learning" by UC Be…☆30Updated 9 years ago
- ☆25Updated 8 years ago
- Kaggle's AXA Driver Telematics Analysis☆11Updated 10 years ago
- helpful resources for (big) data science☆33Updated 3 years ago
- Notes for Data Science 350 Class☆24Updated 8 years ago
- Bosch Kaggle competion: Reduce manufacturing failures (https://www.kaggle.com/c/bosch-production-line-performance)☆24Updated 8 years ago
- Tutorial on deploying machine learning models to production☆59Updated 5 years ago
- Spark in Kaggle competitions☆9Updated 9 years ago
- Kaggle Criteo https://www.kaggle.com/c/criteo-display-ad-challenge☆98Updated 10 years ago
- Predicting happiness from demographics and poll answers☆45Updated 8 years ago
- A helper library for data science pipeline☆36Updated 5 years ago
- ☆18Updated 8 years ago
- 32/2384 Solution to Kaggle Mercari Competition (solo silver medal winner)☆21Updated 7 years ago
- A compiled list of kaggle competitions and their winning solutions for sequence problems.☆35Updated 8 years ago
- Kaggle competition results☆20Updated 6 years ago
- Public Kaggle Code and Info☆43Updated 9 years ago
- Brian Farris' Talk on Reinforcement Learning and Multi-Armed Bandits for the Data Incubator☆30Updated 6 years ago
- This library is a wrapper for sklearn and works with data stored using Pandas module.☆17Updated 9 years ago
- Kaggle Otto Group Product Classification Challenge☆34Updated 9 years ago