Mining Big Neuron Morphological Data

Table 3

Baseline accuracy of different algorithms based on different classes.

Machine Learning Alg	Random Forest	Decision Tree	KNN	Linear Reg	Naive Bayes
Species	98.19%	96.65%	93.6%	90.42%	78.2
Gender	85.12%	81.11%	82.57%	80.19%	78.2
Primary Cell Type	86.08%	83.67%	79.24%	73.44%	71.7
Primary Brain region	68.43%	61.21%	56.29%	48.07%	24.69
Development	97.47%	96.53%	94.89%	91%	83.08