-
-
Save tugloo1/ed68562e24fd5cda97f2f2960ff9fa43 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
/System/Library/Frameworks/Python.framework/Versions/2.7/bin/python2.7 /Applications/PyCharmOld.app/Contents/helpers/pydev/pydevd.py --multiproc --qt-support --client 127.0.0.1 --port 54837 --file /Users/piyushgupta/projects/udacityintroML/final_project/poi_id.py | |
pydev debugger: process 6180 is connecting | |
Connected to pydev debugger (build 143.2371) | |
/Library/Python/2.7/site-packages/sklearn/cross_validation.py:41: DeprecationWarning: This module was deprecated in version 0.18 in favor of the model_selection module into which all the refactored classes and functions are moved. Also note that the interface of the new CV iterators are different from that of this module. This module will be removed in 0.20. | |
"This module will be removed in 0.20.", DeprecationWarning) | |
total number of data points: 146 | |
total number of people in dataset: 146 | |
total number of poi: 18 | |
total number of not poi: 128 | |
There are 21 features for each person in the dataset, and 20 features are used | |
the number of NaN values for features in our dataset: | |
salary 51 | |
to_messages 60 | |
deferral_payments 107 | |
total_payments 21 | |
loan_advances 142 | |
bonus 64 | |
email_address 35 | |
restricted_stock_deferred 128 | |
total_stock_value 20 | |
shared_receipt_with_poi 60 | |
long_term_incentive 80 | |
exercised_stock_options 44 | |
from_messages 60 | |
other 53 | |
from_poi_to_this_person 60 | |
from_this_person_to_poi 60 | |
poi 0 | |
deferred_income 97 | |
expenses 51 | |
restricted_stock 36 | |
director_fees 129 | |
/Library/Python/2.7/site-packages/sklearn/feature_selection/univariate_selection.py:114: RuntimeWarning: divide by zero encountered in divide | |
f = msb / msw | |
loan_advances inf | |
other 1827.39722119 | |
bonus 755.381741136 | |
deferred_income 281.946838365 | |
from_this_person_to_poi 248.887264146 | |
from_messages 72.0779268543 | |
long_term_incentive 51.4290624048 | |
from_poi_to_this_person 42.7648049446 | |
total_payments 23.6872856362 | |
shared_receipt_with_poi 21.6858449289 | |
to_messages 21.0313241978 | |
restricted_stock 16.3156023894 | |
poi 5.07608038976 | |
deferral_payments 2.66401556027 | |
total_stock_value 2.4280909266 | |
expenses 1.6730987173 | |
exercised_stock_options 1.29203392639 | |
director_fees 0.130008880377 | |
restricted_stock_deferred 0.0170725568339 | |
Process finished with exit code 0 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment