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Problem of living in between smart people.

We are smart. Or we are overthinking that we are. The problem of foolish people is that they always think that they are smarter than others.This is a major problem. Power of listening and putting your opinion not arguing just putting and again listen to others. The power of reading and the power of calmness does not make you win every battle but it should give you the power to bear the loose.

Problem with us

We are happy until we don't see others,after that if some one is weaker than us then we feel proud else we feel failed. Thoughts are changing in such a rapid speed that we are not able to sustain it.

Random Thoughts

 Are not we living in some confusing world. Either we are living in nostalgia or hope that future will be beautiful.What is happening in present we don't really care.

Just Random thoughts

 Whoever you love or hate or whatever you are. In the end, you are with you only.

Modal Accuracy And Optimisation

Are you predicting probabilities? Do you need class labels? Is the positive class more important? Use Precision-Recall AUC Are both classes important? Use ROC AUC Do you need probabilities? Use Brier Score and Brier Skill Score Are you predicting class labels? Is the positive class more important? Are False Negatives and False Positives Equally Important? Use F1-Measure Are False Negatives More Important? Use F2-Measure Are False Positives More Important? Use F0.5-Measure Are both classes important? Do you have < 80%-90% Examples for the Majority Class?  Use Accuracy  

Some Unfulfilled plan

                   Plans which failed and which may complete Problems with me---> (1.)I am thinking at my college days that I am smart,all others are not knowing things which I can know easily.Not ready to learn from others. (2.)My friends make me feel that I am quite good with things what I am doing.They are wrong.The reason may be that they are not following the same path as per I am. (3.)Whenever I get defeated or failed even in those battles which i do not wish to win,still I feel hopeless that something has been happened with my luck. (4.)Always have a feel that I am different,good than others or they make me feel so.And if someone is giving me attention so there should be an alarm that this is not good for your health. Solutions by me(tooo)--> (1.)Learn to listen,understand others,then I should try to learn what others are doing. (2).Friends are making mock of us even when are CEO's or they can make us feel overwhelmed e...

Thoughts

Whatever we are seeing or what society shows us is not right always