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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175266  32.653%  (94.566% of non-spam corpus)
# Correctly spam:     169657  31.608%  (48.277% of spam corpus)
# False positives:     10072  1.876%  (5.434% of nonspam, 589320 weighted)
# False negatives:    181765  33.863%  (51.723% of spam, 367785 weighted)
# Average score for spam:  15.0    nonspam: 1.2
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              536760  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21982  94.49%
# Correctly spam:      21079  48.12%
# False positives:      1283  5.51%
# False negatives:     22726  51.88%
# TCR(l=50): 0.504224  SpamRecall: 48.120%  SpamPrec: 94.263%

##### 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: 175643  94.77%
# Correctly spam:     147330  41.92%
# False positives:      9695  5.23%
# False negatives:    204092  58.08%
# TCR(l=50): 0.510163  SpamRecall: 41.924%  SpamPrec: 93.826%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22077  94.89%
# Correctly spam:      18332  41.85%
# False positives:      1188  5.11%
# False negatives:     25473  58.15%
# TCR(l=50): 0.516124  SpamRecall: 41.849%  SpamPrec: 93.914%