The objective for the third week was to create a set of proposals detailing the implementation of the various evaluation metrics, while adding a few metrics to the list to make it richer.
The proposals for the metrics can be found here. They contain a brief summary of the metric, the parameters needed, their dependencies, the module in which they will be located, and some sample code showing implementation.
The final set of metrics that will be implemented are
1. Area under the ROC curve
2. F-Score
3. Hamming Loss
4. Adjusted Rand Index
5. Silhouette Analysis
6. Chi squared feature selection
The goal for the next week is to start with the implementation of these metrics.
HPCC Systems Project Journal 