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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 161053  17.149%  (99.566% of non-spam corpus)
# Correctly spam:     613754  65.351%  (78.949% of spam corpus)
# False positives:       702  0.075%  (0.434% of nonspam, 223212 weighted)
# False negatives:    163651  17.425%  (21.051% of spam, 266134 weighted)
# Average score for spam:  9.7    nonspam: -0.5
# Average for false-pos:   6.6  false-neg: 1.6
# TOTAL:              939160  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20289  99.49%
# Correctly spam:      76514  78.98%
# False positives:       104  0.51%
# False negatives:     20362  21.02%
# TCR(l=50): 3.789844  SpamRecall: 78.981%  SpamPrec: 99.864%

##### 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: 161437  99.80%
# Correctly spam:     339810  43.71%
# False positives:       318  0.20%
# False negatives:    437595  56.29%
# TCR(l=50): 1.714253  SpamRecall: 43.711%  SpamPrec: 99.907%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20357  99.82%
# Correctly spam:      42153  43.51%
# False positives:        36  0.18%
# False negatives:     54723  56.49%
# TCR(l=50): 1.713922  SpamRecall: 43.512%  SpamPrec: 99.915%