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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179003  27.830%  (96.436% of non-spam corpus)
# Correctly spam:     397233  61.759%  (86.813% of spam corpus)
# False positives:      6616  1.029%  (3.564% of nonspam, 510253 weighted)
# False negatives:     60342  9.382%  (13.187% of spam, 165926 weighted)
# Average score for spam:  11.4    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 2.7
# TOTAL:              643194  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22426  96.29%
# Correctly spam:      49599  86.92%
# False positives:       865  3.71%
# False negatives:      7465  13.08%
# TCR(l=50): 1.125190  SpamRecall: 86.918%  SpamPrec: 98.286%

##### 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: 179701  96.81%
# Correctly spam:      61798  13.51%
# False positives:      5918  3.19%
# False negatives:    395777  86.49%
# TCR(l=50): 0.661544  SpamRecall: 13.506%  SpamPrec: 91.261%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22561  96.87%
# Correctly spam:       7723  13.53%
# False positives:       730  3.13%
# False negatives:     49341  86.47%
# TCR(l=50): 0.664764  SpamRecall: 13.534%  SpamPrec: 91.364%