From 7b2bb2571ba15e6a8855d93ec4653daf6c55304c Mon Sep 17 00:00:00 2001 From: Rajkiran Date: Tue, 3 Oct 2017 22:12:50 -0700 Subject: [PATCH 1/6] fixing plot show and output pdf options --- ml_util.py | 3 ++- qii.py | 8 ++++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/ml_util.py b/ml_util.py index bb748cf..3361ab4 100644 --- a/ml_util.py +++ b/ml_util.py @@ -374,7 +374,8 @@ def plot_series(series, args, xlabel, ylabel): print ('Writing to figure-' + measure + '-' + args.dataset + '-' + args.classifier + '.pdf') pp.savefig(bbox_inches='tight') pp.close() - plt.show() + if (args.show_plot == True): + plt.show() def plot_series_with_baseline(series, args, xlabel, ylabel, baseline): diff --git a/qii.py b/qii.py index e6075b1..3e6e012 100644 --- a/qii.py +++ b/qii.py @@ -72,7 +72,7 @@ def eval_average_unary_individual(dataset, args, dat): dataset, dat.cls, dat.x_test) average_local_inf_series = pd.Series(average_local_inf, index=average_local_inf.keys()) - if args.show_plot: + if args.show_plot or args.output_pdf: plot_series(average_local_inf_series, args, 'Feature', 'QII on Outcomes') @@ -84,7 +84,7 @@ def eval_unary_individual(dataset, args, dat): dataset, dat.cls, x_individual, dat.x_test) average_local_inf_series = pd.Series( average_local_inf, index=average_local_inf.keys()) - if args.show_plot: + if args.show_plot or args.output_pdf: plot_series(average_local_inf_series, args, 'Feature', 'QII on Outcomes') @@ -95,7 +95,7 @@ def eval_banzhaf(dataset, args, dat): banzhaf = qii_lib.banzhaf_influence(dataset, dat.cls, x_individual, dat.x_test) banzhaf_series = pd.Series(banzhaf, index=banzhaf.keys()) - if args.show_plot: + if args.show_plot or args.output_pdf: plot_series(banzhaf_series, args, 'Feature', 'QII on Outcomes (Banzhaf)') def eval_shapley(dataset, args, dat): @@ -107,7 +107,7 @@ def eval_shapley(dataset, args, dat): shapley, _ = qii_lib.shapley_influence(dataset, dat.cls, x_individual, dat.x_test) shapley_series = pd.Series(shapley, index=shapley.keys()) - if args.show_plot: + if args.show_plot or args.output_pdf: plot_series(shapley_series, args, 'Feature', 'QII on Outcomes (Shapley)') __main__() From ef4a059f0dd929c751df658d81956bd9113dcc5a Mon Sep 17 00:00:00 2001 From: Rajkiran Date: Tue, 3 Oct 2017 22:27:31 -0700 Subject: [PATCH 2/6] fixing export_pdf --- ml_util.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/ml_util.py b/ml_util.py index 3361ab4..8454ae5 100644 --- a/ml_util.py +++ b/ml_util.py @@ -370,8 +370,8 @@ def plot_series(series, args, xlabel, ylabel): plt.ylabel(ylabel, labelfont) plt.tight_layout() if (args.output_pdf == True): - pp = PdfPages('figure-' + measure + '-' + args.dataset + '-' + args.classifier +'.pdf') - print ('Writing to figure-' + measure + '-' + args.dataset + '-' + args.classifier + '.pdf') + pp = PdfPages('figure-' + args.measure + '-' + args.dataset + '-' + args.classifier +'.pdf') + print ('Writing to figure-' + args.measure + '-' + args.dataset + '-' + args.classifier + '.pdf') pp.savefig(bbox_inches='tight') pp.close() if (args.show_plot == True): @@ -402,8 +402,8 @@ def plot_series_with_baseline(series, args, xlabel, ylabel, baseline): plt.ylabel(ylabel, labelfont) plt.tight_layout() if (args.output_pdf == True): - pp = PdfPages('figure-' + measure + '-' + dataset.name + '-' + dataset.sensitive_ix + '-' + args.classifier + '.pdf') - print ('Writing to figure-' + measure + '-' + dataset.name + '-' + dataset.sensitive_ix + '-' + args.classifier + '.pdf') + pp = PdfPages('figure-' + args.measure + '-' + args.dataset.name + '-' + args.dataset.sensitive_ix + '-' + args.classifier + '.pdf') + print ('Writing to figure-' + args.measure + '-' + args.dataset.name + '-' + args.dataset.sensitive_ix + '-' + args.classifier + '.pdf') pp.savefig() pp.close() plt.show() From 56b8d8cc19b5c273a4edfeb5ddaf7d00145c516a Mon Sep 17 00:00:00 2001 From: Sophia Kovaleva Date: Wed, 15 Nov 2017 13:46:59 -0800 Subject: [PATCH 3/6] minor fix --- ml_util.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml_util.py b/ml_util.py index 8454ae5..3b50841 100644 --- a/ml_util.py +++ b/ml_util.py @@ -165,7 +165,7 @@ def __init__( self, dataset, sensitive=None, target=None): self.num_data = self.num_data.drop(self.sup_ind['Gender'], axis = 1) self.sup_ind['Gender'] = ['Gender'] - if sensitive is None: + if sensitive is None or senstive == 'Gender': self.get_sensitive = (lambda X: X['Gender']) elif (sensitive == 'Race'): self.get_sensitive = (lambda X: X['Race_"Black"']) From 67748a730395bba9a0b3280f7292c810045066b8 Mon Sep 17 00:00:00 2001 From: Sophia Kovaleva Date: Wed, 15 Nov 2017 13:47:38 -0800 Subject: [PATCH 4/6] minor fix --- ml_util.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ml_util.py b/ml_util.py index 3b50841..51c4cda 100644 --- a/ml_util.py +++ b/ml_util.py @@ -165,7 +165,7 @@ def __init__( self, dataset, sensitive=None, target=None): self.num_data = self.num_data.drop(self.sup_ind['Gender'], axis = 1) self.sup_ind['Gender'] = ['Gender'] - if sensitive is None or senstive == 'Gender': + if sensitive is None or sensitive == 'Gender': self.get_sensitive = (lambda X: X['Gender']) elif (sensitive == 'Race'): self.get_sensitive = (lambda X: X['Race_"Black"']) From 4641e3f7839b250b4a13ca5011363e64255887a6 Mon Sep 17 00:00:00 2001 From: Sophia Kovaleva Date: Fri, 1 Dec 2017 21:36:37 -0800 Subject: [PATCH 5/6] updates for newer matplotlib --- final.csv | 157 +++++++++++++++++++++++++++++++++++++++++++++++++++++ ml_util.py | 2 +- 2 files changed, 158 insertions(+), 1 deletion(-) create mode 100644 final.csv diff --git a/final.csv b/final.csv new file mode 100644 index 0000000..336b70f --- /dev/null +++ b/final.csv @@ -0,0 +1,157 @@ +LOCATION BOOKS_AND_REFERENCE,LOCATION BUSINESS,LOCATION COMMUNICATION,LOCATION EDUCATION,LOCATION ENTERTAINMENT,LOCATION FINANCE,LOCATION GAME_ACTION,LOCATION GAME_ADVENTURE,LOCATION GAME_ARCADE,LOCATION GAME_BOARD,LOCATION GAME_CARD,LOCATION GAME_CASINO,LOCATION GAME_CASUAL,LOCATION GAME_EDUCATIONAL,LOCATION GAME_PUZZLE,LOCATION GAME_ROLE_PLAYING,LOCATION GAME_SIMULATION,LOCATION GAME_SPORTS,LOCATION GAME_STRATEGY,LOCATION GAME_TRIVIA,LOCATION GAME_WORD,LOCATION HEALTH_AND_FITNESS,LOCATION LIBRARIES_AND_DEMO,LOCATION LIFESTYLE,LOCATION MEDIA_AND_VIDEO,LOCATION MEDICAL,LOCATION MUSIC_AND_AUDIO,LOCATION NEWS_AND_MAGAZINES,LOCATION PERSONALIZATION,LOCATION PHOTOGRAPHY,LOCATION PRODUCTIVITY,LOCATION SHOPPING,LOCATION SOCIAL,LOCATION SPORTS,LOCATION TOOLS,LOCATION TRANSPORTATION,LOCATION TRAVEL_AND_LOCAL,LOCATION WEATHER,CONTACTS BOOKS_AND_REFERENCE,CONTACTS BUSINESS,CONTACTS COMMUNICATION,CONTACTS EDUCATION,CONTACTS ENTERTAINMENT,CONTACTS FINANCE,CONTACTS GAME_ACTION,CONTACTS GAME_ADVENTURE,CONTACTS GAME_ARCADE,CONTACTS GAME_BOARD,CONTACTS GAME_CARD,CONTACTS GAME_CASINO,CONTACTS GAME_CASUAL,CONTACTS GAME_EDUCATIONAL,CONTACTS GAME_PUZZLE,CONTACTS GAME_ROLE_PLAYING,CONTACTS 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+++ b/ml_util.py @@ -379,7 +379,7 @@ def plot_series(series, args, xlabel, ylabel): def plot_series_with_baseline(series, args, xlabel, ylabel, baseline): - series.sort(ascending = True) + series.sort_values(ascending = True) plt.figure(figsize=(5,4)) #plt.bar(range(series.size), series.as_matrix() - baseline) #(series - baseline).plot(kind="bar", facecolor='#ff9999', edgecolor='white') From 9d1ffe6aa9f8018afc2d6834d7c64dae50f88470 Mon Sep 17 00:00:00 2001 From: Piotr Mardziel Date: Sat, 2 Dec 2017 21:28:14 -0500 Subject: [PATCH 6/6] Delete final.csv shouldn't be here --- final.csv | 157 ------------------------------------------------------ 1 file changed, 157 deletions(-) delete mode 100644 final.csv diff --git a/final.csv b/final.csv deleted file mode 100644 index 336b70f..0000000 --- a/final.csv +++ /dev/null @@ -1,157 +0,0 @@ -LOCATION BOOKS_AND_REFERENCE,LOCATION BUSINESS,LOCATION COMMUNICATION,LOCATION EDUCATION,LOCATION ENTERTAINMENT,LOCATION FINANCE,LOCATION 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