Gradient Boosting @GradientBoost
Everything regarding GBMs (Gradient Boosting Machines) - news, details, use cases, tutorials. Learn more about this awesome machine learning technique. Joined April 2017-
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Gradient Boosting retweeted
How does xgboost select which feature to split on? stats.stackexchange.com/q/299859?stw=2
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Gradient Boosting retweeted
Classification tree (#xgboost) does not identify perfectly seperable data stats.stackexchange.com/q/307534?stw=2
New #GradientBoosting implementation in @TensorFlow is designed to work on data that do not fit into memory arxiv.org/abs/1710.11555…
Does feature engineering matter when doing Random Forest or Gradient Boosting? stats.stackexchange.com/questions/3002…
Gradient Boosting retweeted
Well done! 4th and 6th places in Instacart Market Basket Analysis Kaggle competition achieved with CatBoost, kaggle.com/c/instacart-ma…
Great overview of ensemble methods blog.statsbot.co/ensemble-learn… from @statsbotco. See how #stacking relates to #randomforest and #boosting.
Use quantile-based binning of numeric variables when dealing with data that have a lot of outliers! (2/2)
#LightGBM vs #XGboost benchmarks @Microsoft blogs.technet.microsoft.com/machinelearnin… and @DataScienceLA github.com/szilard/GBM-pe… find LightGBM at least faster
Gradient Boosting retweeted
Gradient Boosting explained by @ARogozhnikov buff.ly/2uL5MMK #MachineLearning
Gradient Boosting retweeted
#MachineLearning techniques, (#deeplearning, #randomforest, and #XGBoost) are common at top #riskanalytics units. bit.ly/2s4AsbG
Gradient Boosting retweeted
@DataScienceLA Despite #deeplearning hype #GBM delivers best in class accuracy #MachineLearning #algorithms @h2oai
Gradient Boosting retweeted
Boosted decision tree benchmarks: XGBoost vs LightGBM with GPUs blogs.technet.microsoft.com/machinelearnin…
Gradient Boosting retweeted
New gbm implementation @catboost handles categoricals & claims to beat #xgboost AUC. @DataScienceLA benchmark found it 5-6x slower though.
Gradient Boosting retweeted
Slides+video of my #useR2017 talk on #machinelearning tools with @h2oai #lightgbm #xgboost #GPU #deeplearning channel9.msdn.com/Events/useR-in…
GBM math and scikit learn code walkthrough medium.com/towards-data-s…
GBM math and scikit learn code walkthrough medium.com/towards-data-s…
Gradient Boosting retweeted
"one-hot encoding can seriously degrade tree-model performance" Why it's important to use an RF/GBM that honors categorical vars (e.g. H2O)
"one-hot encoding can seriously degrade tree-model performance" Why it's important to use an RF/GBM that honors categorical vars (e.g. H2O)
Gradient Boosting retweeted
Missed our meetup last night w/ @ArnoCandel on #gpu accelerated #xgboost? Here's the recording: youtu.be/_kwdeYGHO8g Happy viewing!
Does anyone have experience with gradient boosting from SMILE github.com/haifengl/smile ?
Gradient Boosting retweeted
“Exact xgboost and Fast Histogram xgboost training speed comparison” by Laurae medium.com/data-design/ex…
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