Collecting catboost Downloading catboost-0.2.5-cp27-none-manylinux1_x86_64.whl (2.8MB) �[K 100% |################################| 2.8MB 457kB/s eta 0:00:01 �[?25hRequirement already satisfied: six in /home/nbcommon/anaconda2_410/lib/python2.7/site-packages (from catboost) Requirement already satisfied: numpy in /home/nbcommon/anaconda2_410/lib/python2.7/site-packages (from catboost) Installing collected packages: catboost Successfully installed catboost-0.2.5 

Y 1470 Name: Over18, dtype: int64 

Age 0 Attrition 0 BusinessTravel 0 DailyRate 0 Department 0 DistanceFromHome 0 Education 0 EducationField 0 EmployeeCount 0 EmployeeNumber 0 EnvironmentSatisfaction 0 Gender 0 HourlyRate 0 JobInvolvement 0 JobLevel 0 JobRole 0 JobSatisfaction 0 MaritalStatus 0 MonthlyIncome 0 MonthlyRate 0 NumCompaniesWorked 0 Over18 0 OverTime 0 PercentSalaryHike 0 PerformanceRating 0 RelationshipSatisfaction 0 StandardHours 0 StockOptionLevel 0 TotalWorkingYears 0 TrainingTimesLastYear 0 WorkLifeBalance 0 YearsAtCompany 0 YearsInCurrentRole 0 YearsSinceLastPromotion 0 YearsWithCurrManager 0 dtype: int64 

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/home/nbcommon/anaconda2_410/lib/python2.7/site-packages/ipykernel/__main__.py:8: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy 

/home/nbcommon/anaconda2_410/lib/python2.7/site-packages/ipykernel/__main__.py:2: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy from ipykernel import kernelapp as app /home/nbcommon/anaconda2_410/lib/python2.7/site-packages/ipykernel/__main__.py:3: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy app.launch_new_instance() 

/home/nbuser/anaconda2_410/lib/python2.7/site-packages/pandas/core/generic.py:3554: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy self._update_inplace(new_data) 

'\nmodel.fit(\n X_train, y_train,\n cat_features = categorical_features_indices,\n verbose = True, # you can uncomment this for text output\n #plot = True\n)\n' 

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