common_funs.py 文件源码

python
阅读 26 收藏 0 点赞 0 评论 0

项目:identifiera-sarkasm 作者: risnejunior 项目源码 文件源码
def _compile_table(self, name):
        # for readability
        metrics = self.metrics[name]
        fn = metrics['fn']; fp = metrics['fp']; tp = metrics['tp']; tn = metrics['tn']

        pt = PrettyTable([Fore.GREEN + name + Style.RESET_ALL,'Predicted NO','Predicted YES','Total'])
        pt.add_row(['Actual NO',tn,fp,tn+fp])
        pt.add_row(['Actual YES',fn,tp,fn+tp])
        pt.add_row(['Total',tn+fn,fp+tp,''])
        pt.hrules = ALL

        rows = ['' for i in range(6)]
        rows[0] = pt.get_string(padding_width=5)
        rows[1] = "Accuracy: {:^1}{:<.2f}".format("", metrics['accuracy'])
        rows[2] = "Precision: {:^}{:<.2f}".format("", metrics['precision'])
        rows[3] = "Recall: {:^3}{:<.2f}".format("",   metrics['recall'])
        rows[4] = "F1-score: {:^1}{:<.2f}".format("", metrics['f1_score'])
        rows[5] = ""

        self.rows.extend(rows)
评论列表
文章目录


问题


面经


文章

微信
公众号

扫码关注公众号