From 089f8834287d7ce13b5d9c98bdbce8610558d859 Mon Sep 17 00:00:00 2001 From: Pavan Mandava Date: Wed, 20 May 2020 21:51:23 +0200 Subject: [PATCH] Minor changes to model and Added Results to Presentation Slides --- classifier/linear_model.py | 2 +- eval/metrics.py | 7 ++++++- presentation/presentation.pdf | Bin 247956 -> 248669 bytes presentation/presentation.tex | 14 ++++++++------ testing/model_testing.py | 10 +++++----- 5 files changed, 20 insertions(+), 13 deletions(-) diff --git a/classifier/linear_model.py b/classifier/linear_model.py index 5c86f92..93cd669 100644 --- a/classifier/linear_model.py +++ b/classifier/linear_model.py @@ -212,8 +212,8 @@ def get_sample_weights_with_features(theta_bias: float = None, random_state: int :return: returns a dictionary of random weights for each feature """ weights = {THETA_BIAS_FEATURE: theta_bias} - random.seed(random_state) for feature in FEATURE_LIST: + random.seed(random_state) weights[feature] = round(random.uniform(-1.0, 1.0), 5) return weights diff --git a/eval/metrics.py b/eval/metrics.py index 9719648..f844a3d 100644 --- a/eval/metrics.py +++ b/eval/metrics.py @@ -177,4 +177,9 @@ class Result: def print_result(self): """ Prints F1 Score""" - print('F1 Score :: ', self.f1_score, ' Label :: ', self.label, ' Average :: ', self.average) + print_line = 'F1 Score :: ' + str(self.f1_score) + if self.label: + print_line += ' Label :: ' + self.label + if self.average: + print_line += ' Average :: ' + self.average + print(print_line) diff --git a/presentation/presentation.pdf b/presentation/presentation.pdf index 01b66fbebcea70bb50c6c69d96a28d95a32d7d23..b42965c996ce9db5cc76127b3e35c4af9461571d 100644 GIT binary patch delta 38773 zcmV(>K-j;Okq_OL4}i1*m1P7mFf%xpAq4>`e^}pd+cpq>&tJj43^GtN{3VLaTe~e= ziw$TqKMY6tfGn#NgP{BCcM_?@R%Ba_9qhrTL>|98-FJ7?iJ*H#(C-(dGg25S zjNf5~ATAkJJVq>Gm@9OSNME;b7=L$;3+E{p|uDWi|8GB+zz zxYT9qVt|4JtDuoK^UX!?%x@EjO&ac*f2v)A80T0f9L-i2x8Dew!`i2sN}8a@MskHX 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