4800dc37e6fb780d2a70ce4c6e13bc1d69997485,numerox/examples/concordance.py,,concordance,#Any#Any#,4

Before Change


    Concordance must be less than 0.12 to pass numerai"s check.
    For an accurate concordance calculation `data` must be the full dataset.
    
    prediction = nx.production(nx.logistic(), data, tournament)
    prediction += nx.production(nx.extratrees(), data, tournament)
    prediction += nx.production(nx.mlpc(), data, tournament)
    print("\nA concordance less than 0.12 is passing")
    print(prediction.concordance(data))

After Change


    Concordance must be less than 0.12 to pass numerai"s check.
    For an accurate concordance calculation `data` must be the full dataset.
    
    models = [nx.logistic(), nx.extratrees(), nx.mlpc()]
    p = nx.production(models, data, tournament)
    print("\nA concordance less than 0.12 is passing")
    print(p.concordance(data))
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: kwgoodman/numerox
Commit Name: 4800dc37e6fb780d2a70ce4c6e13bc1d69997485
Time: 2018-09-17
Author: kwgoodman@gmail.com
File Name: numerox/examples/concordance.py
Class Name:
Method Name: concordance


Project Name: kwgoodman/numerox
Commit Name: 8968646a38f0704029f699a50ef5ce4c87012655
Time: 2017-12-29
Author: kwgoodman@gmail.com
File Name: examples/runner_example.py
Class Name:
Method Name: runner_example


Project Name: kwgoodman/numerox
Commit Name: 93a12f8c7e8aac38028dfe832117d647dd0ccdaa
Time: 2018-01-03
Author: kwgoodman@gmail.com
File Name: examples/concordance_example.py
Class Name:
Method Name: concordance_example