scikit-learn-contrib
diff --git a/‎doc/api.rst
+5 b/‎doc/api.rst
+5
diff --git a/‎mapie/_machine_precision.py
+1-1 b/‎mapie/_machine_precision.py
+1-1
@@ -80,9 +80,14 @@ Conformity scores
    :toctree: generated/
    :template: class.rst
 
+   conformity_scores.BaseRegressionScore
    conformity_scores.AbsoluteConformityScore
    conformity_scores.GammaConformityScore
    conformity_scores.ResidualNormalisedScore
+   conformity_scores.BaseClassificationScore
+   conformity_scores.LAC
+   conformity_scores.APS
+   conformity_scores.TopK
 
 Resampling
 ==========
 
@@ -1,5 +1,5 @@
 import numpy as np
 
-EPSILON = np.finfo(np.float64).eps
+EPSILON = np.float64(1e-8)
 
 __all__ = ["EPSILON"]