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spark-ml-graph_day05_classification_20191023

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spark-ml-graph_day05_classification_20191023/07_数据/bikesharing/Readme.txt 5 KB
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spark-ml-graph_day05_classification_20191023/07_数据/titanic/test.csv 28 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/ML_GraphX_Day05:Classification.md 43 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/grid_search_cross_validation.png 44 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/nj8ljfhlvi.png 46 KB
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spark-ml-graph_day05_classification_20191023/07_数据/housing/housing.data 48 KB
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spark-ml-graph_day05_classification_20191023/07_数据/bikesharing/day.csv 56 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/img/1571736804221.png 58 KB
spark-ml-graph_day05_classification_20191023/07_数据/titanic/train.csv 60 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/img/1571787341669.png 76 KB
spark-ml-graph_day05_classification_20191023/05_代码/day05-classification.zip 78 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/F-随机森林算法核心.png 81 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/1571736458968.png 83 KB
spark-ml-graph_day05_classification_20191023/03_笔记/A-reduce和treeReduce函数.png 83 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/1571735919146.png 89 KB
spark-ml-graph_day05_classification_20191023/05_代码/day04-regression.zip 90 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/img/y5d91oaf1q.png 118 KB
spark-ml-graph_day05_classification_20191023/03_笔记/决策树中类别特征选项指定说明.png 137 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/1571724058803.png 173 KB
spark-ml-graph_day05_classification_20191023/03_笔记/E-信息熵与信息增益计算.png 180 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/1571735666992.png 184 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/1571787690570.png 191 KB
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spark-ml-graph_day05_classification_20191023/03_笔记/img/20181125210600265.jpg 450 KB
spark-ml-graph_day05_classification_20191023/03_笔记/img/wps2.png 730 KB
spark-ml-graph_day05_classification_20191023/07_数据/bikesharing/hour.csv 1.1 MB
spark-ml-graph_day05_classification_20191023/06_资料/推荐系统_淘宝.pdf 3.4 MB
spark-ml-graph_day05_classification_20191023/01_讲义/0501-Spark机器学习实战分类算法.pdf 3.8 MB
spark-ml-graph_day05_classification_20191023/06_资料/Advanced Analytics with Spark 2nd Edition.pdf 5.8 MB
spark-ml-graph_day05_classification_20191023/06_资料/机器学习-面向所有人的科普大全.pdf 6.2 MB
spark-ml-graph_day05_classification_20191023/06_资料/Spark机器学习.pdf 10.7 MB
spark-ml-graph_day05_classification_20191023/06_资料/推荐系统实践.pdf 12.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/15-分类模型评估指标:精确率和召回率及F-Score.itcast 15.5 MB
spark-ml-graph_day05_classification_20191023/06_资料/Spark快速大数据分析.pdf 15.9 MB
spark-ml-graph_day05_classification_20191023/02_视频/26-基于RDD API决策树回归演示(波士顿房价).itcast 16.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/14-分类模型评估指标:混淆矩阵.itcast 17.6 MB
spark-ml-graph_day05_classification_20191023/02_视频/17-回归上午案例及分类指标.itcast 17.8 MB
spark-ml-graph_day05_classification_20191023/06_资料/Spark高级数据分析.pdf 18 MB
spark-ml-graph_day05_classification_20191023/02_视频/10-实战案例【泰塔尼克号生存预测】:年龄Age缺省值.itcast 18.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/11-实战案例【泰塔尼克号生存预测】:类别特征转换及合并特征.itcast 19 MB
spark-ml-graph_day05_classification_20191023/02_视频/28-基于DataFrame API决策树回归演示(波士顿房价).itcast 19.1 MB
spark-ml-graph_day05_classification_20191023/02_视频/05-实战案例【Kaggle自行车租赁】:组合特征.itcast 19.2 MB
spark-ml-graph_day05_classification_20191023/06_资料/Machine Learning with Spark(2nd).pdf 20 MB
spark-ml-graph_day05_classification_20191023/02_视频/16-分类模型评估指标:AUC和PR面积.itcast 20.5 MB
spark-ml-graph_day05_classification_20191023/02_视频/09-实战案例【泰塔尼克号生存预测】:加载数据(CSV格式).itcast 21.7 MB
spark-ml-graph_day05_classification_20191023/02_视频/30-集成学习算法概述.itcast 21.9 MB
spark-ml-graph_day05_classification_20191023/02_视频/23-信息熵和信息增益的计算示例.itcast 23.8 MB
spark-ml-graph_day05_classification_20191023/02_视频/18-模型验证策略(Train-Validation Split).itcast 27.3 MB
spark-ml-graph_day05_classification_20191023/02_视频/25-基于RDD API决策树分类演示(鸢尾花分类).itcast 28.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/12-实战案例【泰塔尼克号生存预测】:逻辑回归算法构建模型.itcast 31.1 MB
spark-ml-graph_day05_classification_20191023/02_视频/27-基于DataFrame API决策树分类演示(鸢尾花分类).itcast 31.3 MB
spark-ml-graph_day05_classification_20191023/02_视频/29-决策树算法总结.itcast 34.2 MB
spark-ml-graph_day05_classification_20191023/02_视频/13-实战案例【泰塔尼克号生存预测】:模型评估准确率Accuracy.itcast 37.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/31-随机森林RF和梯度提升树GBT及区别.itcast 38.7 MB
spark-ml-graph_day05_classification_20191023/02_视频/03-实战案例【Kaggle自行车租赁】:数据调研.itcast 39.7 MB
spark-ml-graph_day05_classification_20191023/02_视频/06-实战案例【Kaggle自行车租赁】:线性回归算法训练模型.itcast 42.9 MB
spark-ml-graph_day05_classification_20191023/02_视频/22-什么是熵及信息增益.itcast 45.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/32-案例演示:RF分类和GBT回归.itcast 45.8 MB
spark-ml-graph_day05_classification_20191023/02_视频/08-实战案例【泰塔尼克号生存预测】:案例背景及数据调研.itcast 46.2 MB
spark-ml-graph_day05_classification_20191023/02_视频/21-构建决策树三个步骤(演示).itcast 47.2 MB
spark-ml-graph_day05_classification_20191023/02_视频/02-昨日课程内容回顾:逻辑回归算法.itcast 49.9 MB
spark-ml-graph_day05_classification_20191023/02_视频/24-总结决策树三种优化算法.itcast 52.1 MB
spark-ml-graph_day05_classification_20191023/02_视频/07-实战案例【Kaggle自行车租赁】:模型评估及预测.itcast 52.9 MB
spark-ml-graph_day05_classification_20191023/02_视频/01-昨日课程内容回顾:线性回归算法.itcast 56.8 MB
spark-ml-graph_day05_classification_20191023/02_视频/20-决策树引入(电商场景树构建).itcast 69.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/04-实战案例【Kaggle自行车租赁】:类别特征转换.itcast 71.4 MB
spark-ml-graph_day05_classification_20191023/02_视频/19-实战案例【泰塔尼克号生存预测】:TrainValidationSplit超参数调优.itcast 74.7 MB
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