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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 271136  21.116%  (99.539% of non-spam corpus)
# Correctly spam:     820893  63.931%  (81.145% of spam corpus)
# False positives:      1257  0.098%  (0.461% of nonspam, 298772 weighted)
# False negatives:    190747  14.855%  (18.855% of spam, 289323 weighted)
# Average score for spam:  10.1    nonspam: -0.8
# Average for false-pos:   6.4  false-neg: 1.5
# TOTAL:              1284033  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33896  99.57%
# Correctly spam:     102322  81.04%
# False positives:       148  0.43%
# False negatives:     23940  18.96%
# TCR(l=50): 4.028781  SpamRecall: 81.039%  SpamPrec: 99.856%

##### 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: 270950  99.47%
# Correctly spam:     473058  46.76%
# False positives:      1443  0.53%
# False negatives:    538582  53.24%
# TCR(l=50): 1.656439  SpamRecall: 46.761%  SpamPrec: 99.696%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33856  99.45%
# Correctly spam:      58878  46.63%
# False positives:       188  0.55%
# False negatives:     67384  53.37%
# TCR(l=50): 1.644379  SpamRecall: 46.632%  SpamPrec: 99.682%