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我的kaggle项目练手

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kaggle-project

Titanic: Machine Learning from Disaster

Project url: https://www.kaggle.com/c/titanic

  1. Machine Learning (scikit learn)
    code from https://study.163.com/course/courseMain.htm?courseId=1003551009
    LinearRegression
    LogisticRegression
    RandomForestClassifier
    feature_selection
    GradientBoostingClassifier

    The accuracy is about 82%

  2. Tensorflow
    code from https://study.163.com/course/courseMain.htm?courseId=1004937015
    sigmoid(xw+b)

    The accuracy is about 94%

Digit Recognizer

Project url: https://www.kaggle.com/c/digit-recognizer

  1. PCA

  2. CNN