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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 250889  26.553%  (99.365% of non-spam corpus)
# Correctly spam:     571598  60.495%  (82.555% of spam corpus)
# False positives:      1603  0.170%  (0.635% of nonspam, 126879 weighted)
# False negatives:    120783  12.783%  (17.445% of spam, 203706 weighted)
# Average score for spam:  14.5    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 1.7
# TOTAL:              944873  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31305  99.33%
# Correctly spam:      71379  82.67%
# False positives:       211  0.67%
# False negatives:     14965  17.33%
# TCR(l=50): 3.384049  SpamRecall: 82.668%  SpamPrec: 99.705%

##### 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: 245104  97.07%
# Correctly spam:     321870  46.49%
# False positives:      7388  2.93%
# False negatives:    370511  53.51%
# TCR(l=50): 0.935763  SpamRecall: 46.487%  SpamPrec: 97.756%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30599  97.09%
# Correctly spam:      40188  46.54%
# False positives:       917  2.91%
# False negatives:     46156  53.46%
# TCR(l=50): 0.938461  SpamRecall: 46.544%  SpamPrec: 97.769%