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I applied via Approached by Company and was interviewed in Apr 2022. There were 3 interview rounds.
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Prepare well on basics of SQL, Python and Machine learning
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posted on 4 Feb 2024
I applied via Approached by Company and was interviewed before Feb 2023. There were 2 interview rounds.
I applied via Approached by Company and was interviewed before Feb 2023. There was 1 interview round.
Random forest decides variables based on feature importance and information gain.
Random forest calculates feature importance by measuring how much the tree nodes that use a particular feature reduce impurity.
Variables with higher feature importance are considered more important in making predictions.
Random forest also uses information gain to decide which variables to split on at each node in the trees.
The variables th...
Gini index is a measure of impurity used in decision trees for variable selection.
Gini index ranges from 0 (pure node) to 0.5 (impure node)
Variables with lower Gini index are preferred for splitting
Higher Gini index indicates higher impurity and less predictive power
I applied via LinkedIn and was interviewed in Oct 2023. There was 1 interview round.
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