From 3a4aa8712504a35feadca68baeac7701ff62f062 Mon Sep 17 00:00:00 2001 From: Abel Mitiku Date: Mon, 23 May 2022 16:20:49 +0300 Subject: [PATCH] added images for readme file --- README.md | 30 ++++++++---------- .../Screenshot from 2022-05-23 15-41-47.png | Bin 0 -> 29346 bytes images/accuracy_Score.png | Bin 0 -> 44202 bytes images/as.png | Bin 0 -> 39675 bytes images/best_models.png | Bin 0 -> 29346 bytes images/decisionTreeFeatureImportance.png | Bin 0 -> 61157 bytes images/xf_feature_importance.png | Bin 0 -> 56478 bytes 7 files changed, 14 insertions(+), 16 deletions(-) create mode 100644 images/Screenshot from 2022-05-23 15-41-47.png create mode 100644 images/accuracy_Score.png create mode 100644 images/as.png create mode 100644 images/best_models.png create mode 100644 images/decisionTreeFeatureImportance.png create mode 100644 images/xf_feature_importance.png diff --git a/README.md b/README.md index 4820855..9a562e8 100644 --- a/README.md +++ b/README.md @@ -34,11 +34,6 @@ Expose group engagment analysis ![model](images/exposed%20engagment.png) P and t value for the groups ![model](images/p%20value.png) -### -sequential analysis -![model](images/sequ.png) -ml workflow -![model](data/pic.jpg) ## Conclusion @@ -54,34 +49,35 @@ Using k-fold cross validation we were able to train three different models and determine their accuracy in predicting our data. -MEAN PERFORMANCE OF THE MODELS +### MEAN PERFORMANCE OF THE MODELS -### Accuracy Scores +accuracy score +![model](images/as.png) + +#### Accuracy Scores * Desicion Tree: 0.464 * Logistic Regression: 0.536 * XGBoost: 0.536 * Random Forest: 0.528 #### Best Models + * 1 - XGBoost * 2 - Logistic Regression * 3 - Random Forest +# Classical A/B test vs Machine learning +With classical A/B testing, we determined if there was a significant lift in brand awareness which is instrumental to smartAd in making the next move. +With Machine Learning, we discover that the other features like the hour of the day, and the dates, determine the conversion in brand awareness. +**There is a greater potential to have a significant lift in brand awareness.** -# Setup -## Docker -You can run the dashboard using docker: - -```bash -docker pull abelblue/ad_image:1.0 -docker run abelblue/ad_image:1.0 -``` +# Setup -## Installation for linux +## Installation ```bash git clone https://github.com/Abel-Blue/smartAd-abTest @@ -89,6 +85,8 @@ cd smartAd-abTest sudo python3 setup.py install ``` +--- + ## Contributirs ![Contributors list](https://contrib.rocks/image?repo=nardoshood/smartAd-abTest) diff --git a/images/Screenshot from 2022-05-23 15-41-47.png b/images/Screenshot from 2022-05-23 15-41-47.png new file mode 100644 index 0000000000000000000000000000000000000000..f0b0eecdceb9d6210f0db83293d13434ef03ceee GIT binary patch literal 29346 zcmbSyWmKHawk8A%?rwqL?u`@NonQfiySqz}KybIl-QC^YgS)%CPxGC7=giEycV?~W zKiyqzRn>d%dSt&L3UcCzaCmTFU|@)n5+X`qV4rxwz`$8QLxV=xs}`q0caRQ3k}97; 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