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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 540956  44.827%  (99.656% of non-spam corpus)
# Correctly spam:     518335  42.953%  (78.071% of spam corpus)
# False positives:      1866  0.155%  (0.344% of nonspam,  67444 weighted)
# False negatives:    145594  12.065%  (21.929% of spam, 331859 weighted)
# Average score for spam:  10.7    nonspam: 0.6
# Average for false-pos:   5.9  false-neg: 2.3
# TOTAL:              1206751  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  67540  99.63%
# Correctly spam:      64625  78.03%
# False positives:       249  0.37%
# False negatives:     18200  21.97%
# TCR(l=50): 2.702284  SpamRecall: 78.026%  SpamPrec: 99.616%

##### 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: 527747  97.22%
# Correctly spam:     287747  43.34%
# False positives:     15075  2.78%
# False negatives:    376182  56.66%
# TCR(l=50): 0.587583  SpamRecall: 43.340%  SpamPrec: 95.022%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  65883  97.19%
# Correctly spam:      35951  43.41%
# False positives:      1906  2.81%
# False negatives:     46874  56.59%
# TCR(l=50): 0.582561  SpamRecall: 43.406%  SpamPrec: 94.965%