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Predictive model for Sendy Logistics Zindi challenge. Linear regression, PCA, and regression trees are used to predict motorbike delivery times in Nairobi, Kenya.

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Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
.ipynb_checkpoints		.ipynb_checkpoints
clean-data		clean-data
data		data
.gitignore		.gitignore
README.md		README.md
Untitled.ipynb		Untitled.ipynb
feature-engineering.ipynb		feature-engineering.ipynb
improved-models.ipynb		improved-models.ipynb
model-metrics.ipynb		model-metrics.ipynb
sendy-logistics-linear-pca.ipynb		sendy-logistics-linear-pca.ipynb
sendy-logistics-linear.ipynb		sendy-logistics-linear.ipynb
sendy-logistics-pca.ipynb		sendy-logistics-pca.ipynb
sendy-logistics-regtree.ipynb		sendy-logistics-regtree.ipynb
sendy-logistics-riders-pkl.ipynb		sendy-logistics-riders-pkl.ipynb
sendy-logistics-test.ipynb		sendy-logistics-test.ipynb
sendy-logistics-train.ipynb		sendy-logistics-train.ipynb
sendy-logistics.ipynb		sendy-logistics.ipynb
tree		tree
tree.png		tree.png

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ix-sendy-logistics

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Predictive model for Sendy Logistics Zindi challenge. Linear regression, PCA, and regression trees are used to predict motorbike delivery times in Nairobi, Kenya.

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