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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 246102  50.733%  (99.608% of non-spam corpus)
# Correctly spam:     168499  34.735%  (70.792% of spam corpus)
# False positives:       969  0.200%  (0.392% of nonspam,  32973 weighted)
# False negatives:     69522  14.332%  (29.208% of spam, 128599 weighted)
# Average score for spam:  9.2    nonspam: 0.7
# Average for false-pos:   7.1  false-neg: 1.8
# TOTAL:              485092  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30727  99.62%
# Correctly spam:      21077  70.79%
# False positives:       116  0.38%
# False negatives:      8696  29.21%
# TCR(l=50): 2.053877  SpamRecall: 70.792%  SpamPrec: 99.453%

##### 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: 238415  96.50%
# Correctly spam:     133414  56.05%
# False positives:      8656  3.50%
# False negatives:    104607  43.95%
# TCR(l=50): 0.442906  SpamRecall: 56.051%  SpamPrec: 93.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29777  96.54%
# Correctly spam:      16768  56.32%
# False positives:      1066  3.46%
# False negatives:     13005  43.68%
# TCR(l=50): 0.449031  SpamRecall: 56.319%  SpamPrec: 94.023%