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gridsearchcv

Here are 586 public repositories matching this topic...

sohrabrahimi / Fraud-Prediction-The-case-of-Enron-Emails

Project Overview In 2000, Enron was one of the largest companies in the United States. By 2002, it had collapsed into bankruptcy due to widespread corporate fraud. In the resulting Federal investigation, a significant amount of typically confidential information entered into the public record, including tens of thousands of emails and detailed f…

classification nlp-machine-learning gridsearchcv

Updated Feb 22, 2017
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illi4 / Enron_fraud

Building a model for identifying potential Enron fraudsters based on financial and e-mail data with the use of Python. From data exploration to building and validating an algorithm.

python machine-learning numpy naive-bayes sklearn pandas decision-trees feature-engineering k-nearest-neighbours k-nn minmax gridsearchcv

Updated Aug 15, 2017
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Kumaava / EX2_Solutions_India_Pvt_Ltd

Task provided

exploratory-data-analysis gradient-boosting xgboost-algorithm regression-algorithms exploratory-data-visualizations gridsearchcv

Updated Sep 12, 2017
Jupyter Notebook

tanchangsheng / publicpolicy_sentiment_analysis

python sentiment-analysis sklearn gridsearchcv

Updated Sep 12, 2017
Jupyter Notebook

Ashish25 / ML_Spam_Detection

Machine Learning Project to build an algorithm which identifies Enron Employees who may have committed fraud based on the public Enron financial and email dataset.

machine-learning naive-bayes scikit-learn decision-trees feature-engineering support-vector-machines principal-component-analysis precision-recall-chart gridsearchcv

Updated Oct 23, 2017
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jfjensen / numerai_article

Creating Predictions for Numerai with Keras and scikit-learn

python neural-network tournament scikit-learn sklearn keras jupyter-notebook cross-validation python3 keras-neural-networks numerai gridsearchcv

Updated Nov 9, 2017
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payoj21 / ML_Projects

Contains assignments I did in ML course

sentiment-analysis analysis cross-validation neural-networks logistic-regression feature-engineering svm-model handwritten-digit-recognition cnn-keras rnn-model bias-variance stochastic-gradient-descent knn-classification gridsearchcv

Updated Nov 11, 2017
Python

yhuag / Vanilla-Random-Forest-on-Wine-Quality-Prediction

pipeline random-forest gridsearchcv

Updated Nov 26, 2017
Jupyter Notebook

vishalyo990 / SVC-on-Cancer-data

SVC model predictions on cancer dataset of sklearn and also used GridSearchCV to find the best parameters for the SVC model

sklearn cancer-data svc gridsearchcv svc-model cancer-dataset

Updated Jan 6, 2018
Jupyter Notebook

wanderly0501 / Predicting-Boston-Housing-Price

Supervised regression to predict Boston housing price

cross-validation supervised-learning learning-curve decision-tree-regression gridsearchcv

Updated Jan 8, 2018
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dpacmen / BreastCancer_SVM

PREDICT TUMOR IS MALIGNANT OR BENIGN

python sklearn jupyter-notebook svm-model gridsearchcv

Updated Feb 3, 2018
Jupyter Notebook

sadhave2511 / Titanic_Kaggle

Employed hyper-parameter tuning (Gridsearch CV) and ensemble methods (Voting Classifier) to combine the results of the best models. Data Cleaning and Exploration using Pandas. Stratified Cross Validation to model and validate the training data

sklearn cross-validation python3 hyperparameter-tuning kfold-cross-validation gridsearchcv violinplot onehot-encoder

Updated Apr 17, 2018
Jupyter Notebook

davidkorea / Iris_classifier_logistic_svc

cross-validation logistic-regression svm-classifier svc gridsearchcv

Updated May 4, 2018
Python

wanderly0501 / Architectural-Picture-Classification

Classify pictures by architectural style and recognize objects with CNNs and YOLO

pca-analysis image-classification image-recognition convolutional-neural-networks transfer-learning architectural-patterns data-augmentation svm-classifier keras-tensorflow yolov2 kfold-cross-validation gridsearchcv

Updated Jun 4, 2018
Jupyter Notebook

cap015700 / MachineLearning-InVinhoVerdeVeritas

Predicting Wine Quality with Machine Learning

python pipeline numpy scalar pandas seaborn transformer matplotlib scikitlearn-machine-learning gridsearchcv

Updated Jun 20, 2018
Jupyter Notebook

Mamtasadani / -Iris-Dataset

Inspired by Dr. Jason Brownlee blog (https://machinelearningmastery.com/start-here/) which helped me to develop my predictive modeling skill.I took 14 days of mini-course after completing course.I could successfully developed this project with iris dataset.

machine-learning algorithms sklearn predictive-modeling gridsearchcv

Updated Jul 4, 2018
Python

varadbhogayata / sentence-classifier

The problem deals with classifying sentences into 5 categories

preprocessing sentence-classification svm-classifier gridsearchcv

Updated Jul 17, 2018
Jupyter Notebook

jbp261 / Optimal-Classification-Model-of-BLE-RSSI-Dataset

Development optimal classifiers to predict the positions of the user based on the RSSI readings from iBeacon devices

random-forest data-visualization data-visualisation pca-analysis supervised-learning logistic-regression decision-trees pipelining svm-classifier gridsearchcv

Updated Aug 10, 2018
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jbp261 / Predicting-Boston-Housing-Prices

Applied basic machine learning concepts on data collected for housing prices in the Boston, Massachusetts area to predict the selling price of a new home

sklearn machine-learning-algorithms complexity tree-structure sensitivity-analysis bias-variance training-data gridsearchcv

Updated Aug 11, 2018
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ashva7 / finding_donors

Finding Donor for CharityML - Machine Learning Nanodegree from Udacity

udacity supervised-learning ensemble-learning logistic-regression data-preprocessing grid-search udacity-nanodegree gradient-boosting-classifier stochastic-gradient-descent gradient-boosting udacity-machine-learning-nanodegree supervised-machine-learning ensemble-classifier supervised-learning-algorithms gridsearchcv finding-donors charityml layman-s-terms

Updated Aug 26, 2018
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