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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 125756  23.733%  (97.694% of non-spam corpus)
# Correctly spam:     188440  35.564%  (46.976% of spam corpus)
# False positives:      2969  0.560%  (2.306% of nonspam, 274459 weighted)
# False negatives:    212703  40.143%  (53.024% of spam, 746517 weighted)
# Average score for spam:  6.9    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 3.5
# TOTAL:              529868  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15805  97.73%
# Correctly spam:      24735  49.45%
# False positives:       367  2.27%
# False negatives:     25290  50.55%
# TCR(l=50): 1.146311  SpamRecall: 49.445%  SpamPrec: 98.538%

##### 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: 125453  97.46%
# Correctly spam:     107420  26.78%
# False positives:      3272  2.54%
# False negatives:    293723  73.22%
# TCR(l=50): 0.877155  SpamRecall: 26.778%  SpamPrec: 97.044%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15794  97.66%
# Correctly spam:      13523  27.03%
# False positives:       378  2.34%
# False negatives:     36502  72.97%
# TCR(l=50): 0.902946  SpamRecall: 27.032%  SpamPrec: 97.281%