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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 158700  21.186%  (98.039% of non-spam corpus)
# Correctly spam:     553194  73.850%  (94.209% of spam corpus)
# False positives:      3174  0.424%  (1.961% of nonspam, 356926 weighted)
# False negatives:     34007  4.540%  (5.791% of spam,  83811 weighted)
# Average score for spam:  11.2    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.5
# TOTAL:              749075  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19906  97.53%
# Correctly spam:      69056  94.23%
# False positives:       504  2.47%
# False negatives:      4226  5.77%
# TCR(l=50): 2.490383  SpamRecall: 94.233%  SpamPrec: 99.275%

##### 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: 158243  97.76%
# Correctly spam:     135544  23.08%
# False positives:      3631  2.24%
# False negatives:    451657  76.92%
# TCR(l=50): 0.927344  SpamRecall: 23.083%  SpamPrec: 97.391%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19908  97.54%
# Correctly spam:      16948  23.13%
# False positives:       502  2.46%
# False negatives:     56334  76.87%
# TCR(l=50): 0.899894  SpamRecall: 23.127%  SpamPrec: 97.123%