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add poisson demo

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hetong007 2015-05-11 15:21:54 -07:00
parent 9c0ba67088
commit 60d307c445
3 changed files with 10 additions and 0 deletions
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1
R-package/demo/00Index
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@ -7,3 +7,4 @@ cross_validation Cross validation
create_sparse_matrix Create Sparse Matrix create_sparse_matrix Create Sparse Matrix
predict_leaf_indices Predicting the corresponding leaves predict_leaf_indices Predicting the corresponding leaves
early_Stopping Early Stop in training early_Stopping Early Stop in training
poisson_regression Poisson Regression on count data

7
R-package/demo/poisson_regression.R Normal file
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@ -0,0 +1,7 @@
data(mtcars)
head(mtcars)
bst = xgboost(data=as.matrix(mtcars[,-11]),label=mtcars[,11],
objective='count:poisson',nrounds=5)
pred = predict(bst,as.matrix(mtcars[,-11]))
sqrt(mean((pred-mtcars[,11])^2))

2
R-package/demo/runall.R
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@ -7,3 +7,5 @@ demo(generalized_linear_model)
demo(cross_validation) demo(cross_validation)
demo(create_sparse_matrix) demo(create_sparse_matrix)
demo(predict_leaf_indices) demo(predict_leaf_indices)
demo(early_Stopping)
demo(poisson_regression)