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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 846601  42.180%  (99.620% of non-spam corpus)
# Correctly spam:     992080  49.428%  (85.723% of spam corpus)
# False positives:      3227  0.161%  (0.380% of nonspam, 138307 weighted)
# False negatives:    165224  8.232%  (14.277% of spam, 413053 weighted)
# Average score for spam:  10.6    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 2.5
# TOTAL:              2007132  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 105481  99.56%
# Correctly spam:     123940  85.78%
# False positives:       462  0.44%
# False negatives:     20545  14.22%
# TCR(l=50): 3.310459  SpamRecall: 85.781%  SpamPrec: 99.629%

##### 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: 840650  98.92%
# Correctly spam:     417222  36.05%
# False positives:      9178  1.08%
# False negatives:    740082  63.95%
# TCR(l=50): 0.965239  SpamRecall: 36.051%  SpamPrec: 97.848%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104770  98.89%
# Correctly spam:      52036  36.01%
# False positives:      1173  1.11%
# False negatives:     92449  63.99%
# TCR(l=50): 0.956227  SpamRecall: 36.015%  SpamPrec: 97.795%