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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 176266  29.490%  (98.121% of non-spam corpus)
# Correctly spam:     374116  62.591%  (89.485% of spam corpus)
# False positives:      3375  0.565%  (1.879% of nonspam, 258219 weighted)
# False negatives:     43963  7.355%  (10.515% of spam, 124985 weighted)
# Average score for spam:  15.6    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 2.8
# TOTAL:              597720  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22123  98.07%
# Correctly spam:      46607  89.48%
# False positives:       436  1.93%
# False negatives:      5480  10.52%
# TCR(l=50): 1.909348  SpamRecall: 89.479%  SpamPrec: 99.073%

##### 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: 177975  99.07%
# Correctly spam:     171302  40.97%
# False positives:      1666  0.93%
# False negatives:    246777  59.03%
# TCR(l=50): 1.266611  SpamRecall: 40.974%  SpamPrec: 99.037%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22359  99.11%
# Correctly spam:      21302  40.90%
# False positives:       200  0.89%
# False negatives:     30785  59.10%
# TCR(l=50): 1.277112  SpamRecall: 40.897%  SpamPrec: 99.070%