deepsense.io to feature Seahorse Community Edition on the Trusted Analytics Platform developed by Intel

deepsense.io to feature Seahorse Community Edition on the Trusted Analytics Platform developed by Intel

Trusted Analytics Platform cloud software stack with deepsense.io’s Seahorse CE full integration among the big data analytics applications.

Multilevel classification, Cohen kappa and Krippendorff alpha

Multilevel classification, Cohen kappa and Krippendorff alpha

I was facing an interesting problem last week. Playing with data from The Genome Cancer Atlas (full genetic and clinical data for thousands of patients) I was building a classifier that predicts the type of cancer based on sets of genetic signatures.

Biplots, correspondence analysis and ggplot2

Biplots, correspondence analysis and ggplot2

I was looking for biplots created with the use of ggplot2 library (because they look good and are customisable).
It turns out that there are some nice solutions for PCA (like sinhrks/ggfortify; kassambara/factoextra; vqv/ggbiplot; fawda123/ggord) but I could not find suitable solution for correspondence analysis.
So I create one….

Are you in favour of abolition of compulsory education for six-year-old children and return to compulsory education for seven-year-old children?

Are you in favour of abolition of compulsory education for six-year-old children and return to compulsory education for seven-year-old children?

1st September was just few days ago. After the reform ‘lowering the age at which children start their school education’ the second group of 6 and 7-year-old children started attending the freshmen classes. And since we are in the ‘pre-election’ mode there are some votes about a reform reestablishing the previous age for starting school education.

Diagnosing diabetic retinopathy with deep learning

What is the difference between these 2 images? The one on the left has no signs of diabetic retinopathy, while the other one has severe signs of it. If you are not a trained clinician, the chances are, you will find it quite hard to correctly identify the signs of this disease.