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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 182136  25.560%  (96.146% of non-spam corpus)
# Correctly spam:     258559  36.285%  (49.424% of spam corpus)
# False positives:      7300  1.024%  (3.854% of nonspam, 638050 weighted)
# False negatives:    264583  37.130%  (50.576% of spam, 916626 weighted)
# Average score for spam:  7.0    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.5
# TOTAL:              712578  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22767  95.77%
# Correctly spam:      32264  49.39%
# False positives:      1006  4.23%
# False negatives:     33060  50.61%
# TCR(l=50): 0.783637  SpamRecall: 49.391%  SpamPrec: 96.976%

##### 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: 183612  96.93%
# Correctly spam:      60922  11.65%
# False positives:      5824  3.07%
# False negatives:    462220  88.35%
# TCR(l=50): 0.694356  SpamRecall: 11.645%  SpamPrec: 91.274%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23020  96.83%
# Correctly spam:       7534  11.53%
# False positives:       753  3.17%
# False negatives:     57790  88.47%
# TCR(l=50): 0.684451  SpamRecall: 11.533%  SpamPrec: 90.913%