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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182960  58.589%  (96.607% of non-spam corpus)
# Correctly spam:      69571  22.279%  (56.612% of spam corpus)
# False positives:      6425  2.057%  (3.393% of nonspam, 125456 weighted)
# False negatives:     53320  17.075%  (43.388% of spam, 120393 weighted)
# Average score for spam:  8.6    nonspam: 1.4
# Average for false-pos:   6.0  false-neg: 2.3
# TOTAL:              312276  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22908  96.39%
# Correctly spam:       8670  56.19%
# False positives:       858  3.61%
# False negatives:      6759  43.81%
# TCR(l=50): 0.310699  SpamRecall: 56.193%  SpamPrec: 90.995%

##### 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: 183410  96.85%
# Correctly spam:      35186  28.63%
# False positives:      5975  3.15%
# False negatives:     87705  71.37%
# TCR(l=50): 0.317996  SpamRecall: 28.632%  SpamPrec: 85.484%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22985  96.71%
# Correctly spam:       4272  27.69%
# False positives:       781  3.29%
# False negatives:     11157  72.31%
# TCR(l=50): 0.307308  SpamRecall: 27.688%  SpamPrec: 84.544%