  The generalized Boole transformations have rich behavior ranging from the
\textit{mixing} phase with the Cauchy invariant measure to the
\textit{dissipative} phase through the \textit{infinite ergodic} phase with the
Lebesgue measure. In this Letter, by giving the proof of mixing property for
$0<\alpha<1$ we show an \textit{analytic} formula of the Lyapunov exponents
$\lambda$ which are explicitly parameterized in terms of the parameter $\alpha$
of the generalized Boole transformations for the whole region $\alpha>0$ and
bridge those three phase \textit{continuously}. We found the different scale
behavior of the Lyapunov exponent near $\alpha=1$ using analytic formula with
the parameter $\alpha$. In particular, for $0<\alpha<1$, we then prove an
existence of extremely sensitive dependency of Lyapunov exponents, where the
absolute values of the derivative of Lyapunov exponents with respect to the
parameter $\alpha$ diverge to infinity in the limit of $\alpha\to 0$, and
$\alpha \to 1$. This result shows the computational complexity on the numerical
simulations of the Lyapunov exponents near $\alpha \simeq$ 0, 1.
