Evaluation results for noun classification task

The test sets are: The column headings are:
group method for physical objects method for abstract objects reported-physobj reported-event group-total group-physobj group-event my-total my-physobj my-event
1 4 queries scaled by the percentage of the samples that don't start with a noun or a preposition 2 queries to decide event or not, plus 1 query to decide for event with undergoer, filtered for part of speech 89 92 77.6 91.3 86.2 57.7 80.8 76.9
1 ? ? - - 36.8 61.4 61.4 23.1 42.3 65.4
1 10 averaged queries 5 averaged queries 80 80 66.7 84.2 82.5 65.3 80.8 84.6
2 Combined gaussian distributions for 5 queries Combined gaussian distributions for 5 queries 80.7 80.7 65.7 78.8 83.8 53.8 65.4 80.8
2 3 averaged queries 1 query 78 97 48.9 66.3 75.5 65.4 73.1 92.3
2 6 averaged queries 3 averaged queries for objects already classified as abstract 81.3 81.3 67.0 76.3 84.5 50.0 61.6 76.9
3 average of 2 queries adjusted for hits that include punctuation 1 query with hits adjusted for punctuation 80 93 62.0 67.6 87.3 61.5 65.3 92.3
3 linear combination of 8 queries linear combination of 4 queries 83 83 63.4 73.2 90.1 61.5 84.6 73.0
3 linear combination of 10 queries for phys-obj and event properties linear combination of 10 queries for phys-obj and event properties 86 86 59.2 73.2 78.8 53.8 73.1 73.1