Nullifying the Bias from Imbalance Classes

Have you ever thought when could 95+% accuracy mean absolutely nothing? Welcome to the world of imbalanced classes. Where one class vastly outnumbers the other. We would have to deal with this…

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Happiness

It’s Happiness when:

My heart flutters when my wife walks in the door.

It’s Happiness when:

I realize that I love myself even when I’m not perfect.

It’s Happiness when:

I see myself from God’s perspective. Wow! Is that beautiful!

It’s Happiness when:

The joy I give to myself is the same I give to others.

It’s Happiness when:

My friend tells me they care about me.

It’s Happiness when:

My wife tells me she loves me.

It’s Happiness when:

I dive in the ocean and see the beautiful fishes floating by.

It’s Happiness when:

My cat purrs me to sleep.

It’s Happiness when:

I ride my bike with my wife every afternoon.

It’s Happiness when:

I taste the wonderful mango muffins that my wife makes with such love and care.

It’s Happiness when:

I read the wonderful feedback from my friends on Medium.

It’s Happiness when:

I realize that the most important thing I can accomplish in a day is to take a breathe.

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