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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 264091  32.815%  (99.455% of non-spam corpus)
# Correctly spam:     493054  61.265%  (91.433% of spam corpus)
# False positives:      1448  0.180%  (0.545% of nonspam, 257294 weighted)
# False negatives:     46199  5.740%  (8.567% of spam,  92210 weighted)
# Average score for spam:  18.3    nonspam: -2.6
# Average for false-pos:   8.7  false-neg: 2.0
# TOTAL:              804792  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33037  99.45%
# Correctly spam:      61590  91.44%
# False positives:       182  0.55%
# False negatives:      5766  8.56%
# TCR(l=50): 4.530876  SpamRecall: 91.440%  SpamPrec: 99.705%

##### 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: 263721  99.32%
# Correctly spam:     395749  73.39%
# False positives:      1818  0.68%
# False negatives:    143504  26.61%
# TCR(l=50): 2.300528  SpamRecall: 73.388%  SpamPrec: 99.543%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32982  99.29%
# Correctly spam:      49255  73.13%
# False positives:       237  0.71%
# False negatives:     18101  26.87%
# TCR(l=50): 2.248873  SpamRecall: 73.126%  SpamPrec: 99.521%