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author | Takahiro SHIMIZU <anatofuz@cr.ie.u-ryukyu.ac.jp> |
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date | Thu, 18 Apr 2019 16:40:43 +0900 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/data_mining_theory/4_16.md Thu Apr 18 16:40:43 2019 +0900 @@ -0,0 +1,51 @@ +- We can turn data into knowledge + + +- Superviser Algorithm use Labels, detail corpus + +- regression + - 回帰 +- classification + +- Preprocession + - 準備 + - transforming the data +- Learning +- Evaluation + - use test data +- Prediction + - use unknown data + +# WhyPython? + +- Numpy +- Pandas +- Scikit learn + +# QA + +## What's feature many learning costs? + +- Could give us example test regression task? + - surrary? + +# Chap2 + +## Perceptron Algorith +- Classfication algorithm that cased on MCP neuron model + - vectors or input and weight + - use binary data +- w .. wight +- x .. vector data + +# calculate + +z = `\sum{w_i*x_i}` + + +# 英語 +- regression +- classification +- increasing [増加する] + - His artworks are likely to increase in value. + - The number of people over the age of 65 increased to nrearly 23 millions in 2011.