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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 288053  50.010%  (99.526% of non-spam corpus)
# Correctly spam:     197150  34.228%  (68.797% of spam corpus)
# False positives:      1373  0.238%  (0.474% of nonspam,  42656 weighted)
# False negatives:     89417  15.524%  (31.203% of spam, 156148 weighted)
# Average score for spam:  6.4    nonspam: 0.6
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              575993  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35960  99.41%
# Correctly spam:      24787  69.17%
# False positives:       215  0.59%
# False negatives:     11047  30.83%
# TCR(l=50): 1.643988  SpamRecall: 69.172%  SpamPrec: 99.140%

##### 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: 280792  97.02%
# Correctly spam:     146935  51.27%
# False positives:      8634  2.98%
# False negatives:    139632  48.73%
# TCR(l=50): 0.501577  SpamRecall: 51.274%  SpamPrec: 94.450%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35096  97.02%
# Correctly spam:      18405  51.36%
# False positives:      1079  2.98%
# False negatives:     17429  48.64%
# TCR(l=50): 0.502024  SpamRecall: 51.362%  SpamPrec: 94.462%
