Update Classify Models

xixici · Jan 16, 2020 · 717774a · 717774a
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diff --git a/README.md b/README.md
@@ -1,2 +1,43 @@
 # AlinkLearning
-学习Alink
+
+## 目的
+
+为了学习Alink以及所涉及的Flink知识，本仓库有两大目的，
+首先，旨在使用scala实现Alink文档中提到的所有特性，包括但不仅限于以下:
+
+- [x] 分类算法
+- [ ] 回归算法
+- [ ] 聚类算法
+- [ ] 异常检测
+- [ ] 在线学习
+- [ ] 特征工程
+- [ ] 模型的选择和调参
+- [ ] 模型的保存和加载
+
+其次，本项目也包含了必要的Pom, Jar, 数据集以及官方示例。
+
+- [ ] Pom
+	- pom.xml
+- [ ] Jar
+	- alink_core-0.1-SNAPSHOT.jar
+- [ ] 官方数据集
+	- adult_train & adult_test
+	- iris
+	- movielens_rating
+- [ ] 官方jupyter notebook示例
+	- adult.ipynb 
+	- ftrl_demo.ipynb
+	- adult.ipynb	
+	- ftrl_demo.ipynb
+	- kmeans.ipynb	
+	- mnist.ipynb	
+	- review_naive_bayes.ipynb
+- [ ] 官方Java示例
+	- ALSExample.java
+	- GBDTExample.java
+	- KMeansExample.java
+
+
+----------------
+
+持续更新。。。。。。
diff --git a/alink_core-0.1-SNAPSHOT.jar b/alink_core-0.1-SNAPSHOT.jar
diff --git a/data/adult_test.csv b/data/adult_test.csv
diff --git a/data/adult_train.csv b/data/adult_train.csv
diff --git a/data/iris.csv b/data/iris.csv
@@ -0,0 +1,150 @@
+5.1,3.5,1.4,0.2,Iris-setosa
+5.0,2.0,3.5,1.0,Iris-versicolor
+5.1,3.7,1.5,0.4,Iris-setosa
+6.4,2.8,5.6,2.2,Iris-virginica
+6.0,2.9,4.5,1.5,Iris-versicolor
+4.9,3.0,1.4,0.2,Iris-setosa
+5.7,2.6,3.5,1.0,Iris-versicolor
+4.6,3.6,1.0,0.2,Iris-setosa
+5.9,3.0,4.2,1.5,Iris-versicolor
+6.3,2.8,5.1,1.5,Iris-virginica
+4.7,3.2,1.3,0.2,Iris-setosa
+5.1,3.3,1.7,0.5,Iris-setosa
+5.5,2.4,3.8,1.1,Iris-versicolor
+6.1,2.6,5.6,1.4,Iris-virginica
+6.0,2.2,4.0,1.0,Iris-versicolor
+5.5,2.4,3.7,1.0,Iris-versicolor
+4.6,3.1,1.5,0.2,Iris-setosa
+4.8,3.4,1.9,0.2,Iris-setosa
+6.1,2.9,4.7,1.4,Iris-versicolor
+7.7,3.0,6.1,2.3,Iris-virginica
+5.8,2.7,3.9,1.2,Iris-versicolor
+5.6,2.9,3.6,1.3,Iris-versicolor
+5.0,3.0,1.6,0.2,Iris-setosa
+5.0,3.6,1.4,0.2,Iris-setosa
+6.0,2.7,5.1,1.6,Iris-versicolor
+6.3,3.4,5.6,2.4,Iris-virginica
+6.7,3.1,4.4,1.4,Iris-versicolor
+5.4,3.0,4.5,1.5,Iris-versicolor
+5.4,3.9,1.7,0.4,Iris-setosa
+5.0,3.4,1.6,0.4,Iris-setosa
+5.6,3.0,4.5,1.5,Iris-versicolor
+6.4,3.1,5.5,1.8,Iris-virginica
+4.6,3.4,1.4,0.3,Iris-setosa
+6.0,3.4,4.5,1.6,Iris-versicolor
+5.8,2.7,4.1,1.0,Iris-versicolor
+5.2,3.5,1.5,0.2,Iris-setosa
+5.0,3.4,1.5,0.2,Iris-setosa
+6.0,3.0,4.8,1.8,Iris-virginica
+6.2,2.2,4.5,1.5,Iris-versicolor
+6.7,3.1,4.7,1.5,Iris-versicolor
+6.9,3.1,5.4,2.1,Iris-virginica
+5.2,3.4,1.4,0.2,Iris-setosa
+4.4,2.9,1.4,0.2,Iris-setosa
+6.3,2.3,4.4,1.3,Iris-versicolor
+5.6,2.5,3.9,1.1,Iris-versicolor
+4.7,3.2,1.6,0.2,Iris-setosa
+6.7,3.1,5.6,2.4,Iris-virginica
+5.6,3.0,4.1,1.3,Iris-versicolor
+4.9,3.1,1.5,0.1,Iris-setosa
+4.8,3.1,1.6,0.2,Iris-setosa
+5.9,3.2,4.8,1.8,Iris-versicolor
+5.4,3.7,1.5,0.2,Iris-setosa
+6.9,3.1,5.1,2.3,Iris-virginica
+5.5,2.5,4.0,1.3,Iris-versicolor
+5.4,3.4,1.5,0.4,Iris-setosa
+5.8,2.7,5.1,1.9,Iris-virginica
+6.1,2.8,4.0,1.3,Iris-versicolor
+4.8,3.4,1.6,0.2,Iris-setosa
+5.2,4.1,1.5,0.1,Iris-setosa
+5.5,2.6,4.4,1.2,Iris-versicolor
+6.8,3.2,5.9,2.3,Iris-virginica
+4.8,3.0,1.4,0.1,Iris-setosa
+6.3,2.5,4.9,1.5,Iris-versicolor
+6.7,3.3,5.7,2.5,Iris-virginica
+5.5,4.2,1.4,0.2,Iris-setosa
+6.1,3.0,4.6,1.4,Iris-versicolor
+6.1,2.8,4.7,1.2,Iris-versicolor
+4.3,3.0,1.1,0.1,Iris-setosa
+6.7,3.0,5.2,2.3,Iris-virginica
+5.8,4.0,1.2,0.2,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+6.4,2.9,4.3,1.3,Iris-versicolor
+6.3,2.5,5.0,1.9,Iris-virginica
+5.8,2.6,4.0,1.2,Iris-versicolor
+5.7,4.4,1.5,0.4,Iris-setosa
+6.5,3.0,5.2,2.0,Iris-virginica
+5.0,3.2,1.2,0.2,Iris-setosa
+6.6,3.0,4.4,1.4,Iris-versicolor
+5.4,3.9,1.3,0.4,Iris-setosa
+5.0,2.3,3.3,1.0,Iris-versicolor
+5.5,3.5,1.3,0.2,Iris-setosa
+6.2,3.4,5.4,2.3,Iris-virginica
+5.6,2.7,4.2,1.3,Iris-versicolor
+6.8,2.8,4.8,1.4,Iris-versicolor
+5.1,3.5,1.4,0.3,Iris-setosa
+4.9,3.1,1.5,0.1,Iris-setosa
+6.7,3.0,5.0,1.7,Iris-versicolor
+5.9,3.0,5.1,1.8,Iris-virginica
+5.7,3.0,4.2,1.2,Iris-versicolor
+4.4,3.0,1.3,0.2,Iris-setosa
+5.7,3.8,1.7,0.3,Iris-setosa
+4.5,2.3,1.3,0.3,Iris-setosa
+5.8,2.8,5.1,2.4,Iris-virginica
+5.1,3.4,1.5,0.2,Iris-setosa
+4.4,3.2,1.3,0.2,Iris-setosa
+5.1,3.8,1.5,0.3,Iris-setosa
+5.0,3.5,1.3,0.3,Iris-setosa
+6.4,3.2,5.3,2.3,Iris-virginica
+5.4,3.4,1.7,0.2,Iris-setosa
+5.0,3.5,1.6,0.6,Iris-setosa
+6.5,3.0,5.5,1.8,Iris-virginica
+5.7,2.9,4.2,1.3,Iris-versicolor
+7.7,3.8,6.7,2.2,Iris-virginica
+5.1,3.8,1.9,0.4,Iris-setosa
+6.2,2.9,4.3,1.3,Iris-versicolor
+4.8,3.0,1.4,0.3,Iris-setosa
+7.7,2.6,6.9,2.3,Iris-virginica
+5.1,2.5,3.0,1.1,Iris-versicolor
+6.0,2.2,5.0,1.5,Iris-virginica
+5.1,3.8,1.6,0.2,Iris-setosa
+5.7,2.8,4.1,1.3,Iris-versicolor
+4.6,3.2,1.4,0.2,Iris-setosa
+6.9,3.2,5.7,2.3,Iris-virginica
+5.3,3.7,1.5,0.2,Iris-setosa
+6.3,3.3,6.0,2.5,Iris-virginica
+5.6,2.8,4.9,2.0,Iris-virginica
+5.0,3.3,1.4,0.2,Iris-setosa
+5.8,2.7,5.1,1.9,Iris-virginica
+7.0,3.2,4.7,1.4,Iris-versicolor
+7.7,2.8,6.7,2.0,Iris-virginica
+7.1,3.0,5.9,2.1,Iris-virginica
+6.3,2.7,4.9,1.8,Iris-virginica
+6.4,3.2,4.5,1.5,Iris-versicolor
+6.3,2.9,5.6,1.8,Iris-virginica
+6.7,3.3,5.7,2.1,Iris-virginica
+6.5,3.0,5.8,2.2,Iris-virginica
+6.9,3.1,4.9,1.5,Iris-versicolor
+7.2,3.2,6.0,1.8,Iris-virginica
+7.6,3.0,6.6,2.1,Iris-virginica
+6.2,2.8,4.8,1.8,Iris-virginica
+5.5,2.3,4.0,1.3,Iris-versicolor
+4.9,2.5,4.5,1.7,Iris-virginica
+6.5,2.8,4.6,1.5,Iris-versicolor
+6.1,3.0,4.9,1.8,Iris-virginica
+7.3,2.9,6.3,1.8,Iris-virginica
+5.7,2.8,4.5,1.3,Iris-versicolor
+6.4,2.8,5.6,2.1,Iris-virginica
+6.7,2.5,5.8,1.8,Iris-virginica
+6.3,3.3,4.7,1.6,Iris-versicolor
+7.2,3.6,6.1,2.5,Iris-virginica
+7.2,3.0,5.8,1.6,Iris-virginica
+4.9,2.4,3.3,1.0,Iris-versicolor
+7.4,2.8,6.1,1.9,Iris-virginica
+6.5,3.2,5.1,2.0,Iris-virginica
+6.6,2.9,4.6,1.3,Iris-versicolor
+7.9,3.8,6.4,2.0,Iris-virginica
+5.2,2.7,3.9,1.4,Iris-versicolor
+6.4,2.7,5.3,1.9,Iris-virginica
+6.8,3.0,5.5,2.1,Iris-virginica
+5.7,2.5,5.0,2.0,Iris-virginica