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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 127577  16.497%  (97.791% of non-spam corpus)
# Correctly spam:     478342  61.855%  (74.408% of spam corpus)
# False positives:      2882  0.373%  (2.209% of nonspam, 421430 weighted)
# False negatives:    164524  21.275%  (25.592% of spam, 550150 weighted)
# Average score for spam:  8.4    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 3.3
# TOTAL:              773325  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16010  97.80%
# Correctly spam:      58768  73.27%
# False positives:       360  2.20%
# False negatives:     21435  26.73%
# TCR(l=50): 2.033802  SpamRecall: 73.274%  SpamPrec: 99.391%

##### 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: 126956  97.31%
# Correctly spam:     223834  34.82%
# False positives:      3503  2.69%
# False negatives:    419032  65.18%
# TCR(l=50): 1.081934  SpamRecall: 34.818%  SpamPrec: 98.459%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15937  97.35%
# Correctly spam:      27820  34.69%
# False positives:       433  2.65%
# False negatives:     52383  65.31%
# TCR(l=50): 1.083341  SpamRecall: 34.687%  SpamPrec: 98.467%