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Iris flowers classification

Visit iris flower classification machine learning example

Classify among three species of iris
flowers (setosa, versicolor, or virginica).

Airfoil self-noise prediction

Visit airfoil self-noise prediction machine learning example

Predict the noise an airfoil generates
from its aerodynamic properties.

Breast cancer diagnosis

Visit breast cancer diagnosis machine learning example

Diagnose the presence of breast cancer
from digitized images of cell nuclei.

Palmer penguin classification

Visit palmer penguin classification machine learning example

Classify Palmer Archipelago
(Antarctica) penguins

Concrete properties assessment

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Design concretes having some properties
with the highest possible quality.

Employee attrition

Visit employee attrition machine learning example

Identify which employees are the most
likely to switch to another company.

Banknote authentication

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Accurately classify
fraudulent notes.

Bank marketing campaign

Visit bank marketing campaing machine learning example

Predict whether a client is going
to submit a long-term deposit or not.

Credit risk assessment

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Predict customer’s
default payments in a bank.

Tree wilt detection

Visit tree wilt detection machine learning example

Detect diseased trees
through image analysis.

Combined cycle power plant

Visit energy produced by a combined cylce power plant example

Predict the electricity generated
by a combined cycle power plant.

Solar power generation

Visit solar power generation machine learning example

Predict the power generated
by a solar plant.

Blood donation campaign

Visit blood donation campaign machine learning example

Create a model that can predict which
people are more likely to donate blood.

Urinary inflammation diagnosis

Visit urinary inflammation diagnosis machine learning example

Diagnose the urinary bladder using
a dataset from a medical expert.

Power plant gas emissions

Visit power plant gas emissions example

Model the pollutant emissions
and give a reduction solution.

Leukemia microarray analysis

Visit leukemia microarray analysis machine learning example

Diagnose the type of leukemia
using DNA coding.

Nanoparticle adhesive strength

Visit nanoparticle adhesive strength machine learning example

Predict the vascular adhesion of nano
particles from their wall shear rate.

Aquatic toxicity

Visit aquatic toxicity machine learning example

Model the level of
toxicity of a waterbody.

Activity recognition

Visit activity recognition machine learning example

Recognize human activities in real life
situations through activity recognition.

Yachts hydrodynamics modeling

Visit yachts hydrodynamics modeling machine learning example

Predict the hydrodynamic performance
of yachts from dimensions and velocity.

Wine quality improvement

Visit wine quality improvement machine learning example

Model wine quality based on
physicochemical tests.

Telecommunications churn

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Prevent customer churn in
telecommunications companies.

Bank churn

Visit bank churn machine learning example

Predict the churn of customers
in a bank.

Wind turbines’ power curve

Visit wind turbines' power curve machine learning example

Model the theoretical power
curve of a set of wind turbines.

Dermatological diseases

Visit diagnose dermatological diseases example

Diagnose dermatological diseases from
clinical and histopathological features.

Obesity level

Visit obesity level detection machine learning example

Estimate obesity levels based on
eating habits and physical condition.

Liver disease diagnosis

Visit liver disease diagnosis machine learning example

Diagnose liver diseases
from different types of analysis.

 

Target insurance customers

Visit target insurance customers machine learning example

Accurately classify customers that are
interested in a vehicle insurance.

Credit card fraud detection

Visit credit card fraud detection machine learning example

Detect and prevent credit card
fraud from payment’s features.

Diabetic retinopathy prognosis

Visit diabetic retinopathy prognosis example

Prognosticate a future event,
diabetic retinopathy.

Bankruptcy prevention

Visit bankruptcy prevention example

Prevent bankruptcy based
on business features.

Colon cancer treatment

Visit colon cancer treatment example

Colon cancer treatment
using levamisole and fluorocil.

Car CO2 emissions

Visit car CO2 emissions machine learning example

Estimate CO2 emissions from
cars related to their engines.

Car price assignment

Visit car price assignment machine learning example

Predict car prices as a
the function of certain car features.

Electric motor Digital Twin

Visit electric motor digital twin machine learning example

Build a Digital Twin of an
electric car motor.

QSAR Biodegradation

Visit qsar biodegradation machine learning example

Predict biodegradability of
different chemicals.

E-nose for alcohol detection

Visit e-nose for alcohol detection example

Use electronic nose to detect
different types of alcohol.

Forest fires

Visit forest fires machine learning example

Predict probability of
forest fire risk.

Superconductor critical temperature

Visit superconductor critical temperature machine learning example

Determine the critical temperature
of different chemical compounds.

Orbit type classification

Visit orbit type classification example

Classify the different
asteroid orbit.

Star type classification

Visit star type classification machine learning example

Identify the different
star types.

Gamma Telescope

Visit gamma-ray shower type example

Analize the gamma-ray
shower type.

Higgs Boson

Visit detect Higgs Boson evidence machine learning example

Detect Higgs Boson
evidence.

Inflation prediction

Visit inflation prediction machine learning example

Predict future inflation based
on macroeconomic features.

Lung cancer

Visit lung cancer detection machine learning example

Early detection of
lung carcinoma.

Colon cancer liver metastasis

Visit colon cancer liver metastasis example

Predict liver metastasis in the colon
cancer using mutational data.

Breast cancer mortality

Visit breast cancer mortality example

Predict breast cancer mortality
from the patients’ gene panel.

Lung cancer recurrence

Visit lung cancer recurrence machine learning example

Predict lung cancer recurrence
from patients’ gene expression.