Python get_algo_classifiedsetの例

コード例 #1

def getPredictionScoreOfTrainingSet():
    """
    Returns the score of the classifications on the validation set.
    """
    hand_classified_set = loader.get_hand_classifiedset()
    algo_classified_set = loader.get_algo_classifiedset()
    total = 0
    scores = []
    for uid, actual in hand_classified_set.iteritems():
        guess = algo_classified_set[uid]
        scores.append(util.score_prediction(guess, actual))
    total = sum(scores)
    max_potential = len(hand_classified_set.keys()) * 6
    return total / float(max_potential)

コード例 #2

ファイル: cli.py プロジェクト: sbarratt/radius-collider

def getPredictionScoreOfTrainingSet():
    """
    Returns the score of the classifications on the validation set.
    """
    hand_classified_set = loader.get_hand_classifiedset()
    algo_classified_set = loader.get_algo_classifiedset()
    total = 0
    scores = []
    for uid, actual in hand_classified_set.iteritems():
        guess = algo_classified_set[uid]
        scores.append(util.score_prediction(guess, actual))
    total = sum(scores)
    max_potential = len(hand_classified_set.keys()) * 6
    return total / float(max_potential)

コード例 #3

ファイル: app.py プロジェクト: sbarratt/radius-collider

    return render_template('classifypage.html', business=business, naics_dict=naics_dict, agent=agent)


@app.route('/c/<agent>/<test>/<business_uid>/<naics_code>', methods=['POST'])
def classifyBusiness(agent, test, business_uid, naics_code):
    if request.method == 'POST':
        loader.write_row_classified_set(business_uid, naics_code)
        if test != 'test':
            loader.write_row_hand_classified_set(business_uid, naics_code)
        return redirect('/classifier/' + agent)
    else:
        return abort(405)  # 405 Method Not Allowed


@app.route('/database')
@app.route('/database/<int:page>', methods=['GET'])
def databaseView(page=1):
    businesses = dbh.getBusinessPage(page)
    return render_template('database.html', businesses=businesses, hand_classified_set=hand_classified_set,
                           algo_classified_set=algo_classified_set, naics_dict=naics_dict)


if __name__ == "__main__":
    naics_items = loader.get_naics_data_for_level(6)
    hand_classified_set = loader.get_hand_classifiedset()
    algo_classified_set = loader.get_algo_classifiedset()
    unclassified_business_ids = loader.get_unclassified_business_ids()
    business_types = loader.get_business_types()
    naics_dict = loader.get_naics_dict()
    app.run(debug=True)

コード例 #4

ファイル: scorers.py プロジェクト: sbarratt/radius-collider

 def __init__(self):
     self.hand_classified_set = loader.get_hand_classifiedset()
     self.algo_classified_set = loader.get_algo_classifiedset()

コード例 #5

@app.route('/c/<agent>/<test>/<business_uid>/<naics_code>', methods=['POST'])
def classifyBusiness(agent, test, business_uid, naics_code):
    if request.method == 'POST':
        loader.write_row_classified_set(business_uid, naics_code)
        if test != 'test':
            loader.write_row_hand_classified_set(business_uid, naics_code)
        return redirect('/classifier/' + agent)
    else:
        return abort(405)  # 405 Method Not Allowed


@app.route('/database')
@app.route('/database/<int:page>', methods=['GET'])
def databaseView(page=1):
    businesses = dbh.getBusinessPage(page)
    return render_template('database.html',
                           businesses=businesses,
                           hand_classified_set=hand_classified_set,
                           algo_classified_set=algo_classified_set,
                           naics_dict=naics_dict)


if __name__ == "__main__":
    naics_items = loader.get_naics_data_for_level(6)
    hand_classified_set = loader.get_hand_classifiedset()
    algo_classified_set = loader.get_algo_classifiedset()
    unclassified_business_ids = loader.get_unclassified_business_ids()
    business_types = loader.get_business_types()
    naics_dict = loader.get_naics_dict()
    app.run(debug=True)

コード例 #6

ファイル: scorers.py プロジェクト: sbarratt/radius-collider

 def __init__(self):
     self.hand_classified_set = loader.get_hand_classifiedset()
     self.algo_classified_set = loader.get_algo_classifiedset()