##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181844  35.226%  (99.075% of non-spam corpus)
# Correctly spam:      94924  18.388%  (28.533% of spam corpus)
# False positives:      1698  0.329%  (0.925% of nonspam,  90505 weighted)
# False negatives:    237752  46.057%  (71.467% of spam, 550426 weighted)
# Average score for spam:  4.0    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              516218  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22813  98.95%
# Correctly spam:      12322  29.73%
# False positives:       242  1.05%
# False negatives:     29128  70.27%
# TCR(l=50): 1.005385  SpamRecall: 29.727%  SpamPrec: 98.074%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180015  98.08%
# Correctly spam:      30884  9.28%
# False positives:      3527  1.92%
# False negatives:    301792  90.72%
# TCR(l=50): 0.695768  SpamRecall: 9.284%  SpamPrec: 89.750%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22604  98.04%
# Correctly spam:       3889  9.38%
# False positives:       451  1.96%
# False negatives:     37561  90.62%
# TCR(l=50): 0.689558  SpamRecall: 9.382%  SpamPrec: 89.608%