C API Added for the Core Functionality

Features

Library build and C API added for some of the core functionality

Fixes

Collection hashing fixed on their synchronization

The executables are built on Ubuntu x64 20.04

Omega Index and Arguments Parcing fixed

This release includes bug fixes and compilation related refinements.

• Omega index evaluation for the case of a node share by all clusters is fixed (it caused the application crash)
• Arguments parser memory is released on the object destruction

The executable is built on Ubuntu x64 16.04

Precision and recall added for MF1 measures

• Precision and recall added to MF1h/p
• Mixed precision and recall fixed for F1
• Measures description refined

The executable is built on Ubuntu x64 16.04

Refined Notations

Description and notations of the evaluating measures refined.

The executable is built on Ubuntu x64 16.04.

Omega Index

Features

• Omega Index (standard and extended versions) added
• Output aggregated for multiple measures
• Arguments updated for F1 (breaks former -fs, which becomes -fa)

The executable is built on Ubuntu x64 16.04.

Labels Weighing Consideration for F1

• Optional labels weighing on F1 evaluation
• Refined labeling on non-synchronized node base (exception avoided)

The executable is built on Ubuntu x64 16.04

Clusters Labeling

• Clusters labeling, labels F1 (with precision and recall) evaluation
• Interpretation of F1p modified to have semantic of the geometric mean, now F1h < F1p < F1s
• Optimizations of the employed data structures

The executable is built on Ubuntu x64 16.04

Geometric Mean as Combined Policy

• Geometric mean applied as combined policy, which results more indicative results than harmonic mean

The executable is built on Ubuntu x64 16.04

Matching Policies for F1

• Matching Policies for F1 parameterized (micro, macro and combined weightings)
• Fixes for the exceptional cases and constraints

The executable is built on Ubuntu x64 16.04

NMI Evaluation for the Full Match of Clusters Fixed

• NMI Evaluation for the full match of clusters fixed
• Tracing refined (for -d flag)

The executable is build on the Linux Ubuntu 16.04 x64.