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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 808623  40.454%  (99.643% of non-spam corpus)
# Correctly spam:     1008206  50.439%  (84.913% of spam corpus)
# False positives:      2898  0.145%  (0.357% of nonspam, 127905 weighted)
# False negatives:    179136  8.962%  (15.087% of spam, 464136 weighted)
# Average score for spam:  9.0    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 2.6
# TOTAL:              1998863  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 100567  99.43%
# Correctly spam:     127148  85.73%
# False positives:       579  0.57%
# False negatives:     21167  14.27%
# TCR(l=50): 2.959375  SpamRecall: 85.728%  SpamPrec: 99.547%

##### 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: 794835  97.94%
# Correctly spam:     811787  68.37%
# False positives:     16686  2.06%
# False negatives:    375555  31.63%
# TCR(l=50): 0.981392  SpamRecall: 68.370%  SpamPrec: 97.986%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  99091  97.97%
# Correctly spam:     101345  68.33%
# False positives:      2055  2.03%
# False negatives:     46970  31.67%
# TCR(l=50): 0.990616  SpamRecall: 68.331%  SpamPrec: 98.013%