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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 567299  35.402%  (99.646% of non-spam corpus)
# Correctly spam:     881339  54.999%  (85.307% of spam corpus)
# False positives:      2015  0.126%  (0.354% of nonspam, 107290 weighted)
# False negatives:    151797  9.473%  (14.693% of spam, 373603 weighted)
# Average score for spam:  13.8    nonspam: 0.7
# Average for false-pos:   5.9  false-neg: 2.5
# TOTAL:              1602450  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  70796  99.63%
# Correctly spam:     109993  85.30%
# False positives:       265  0.37%
# False negatives:     18953  14.70%
# TCR(l=50): 4.004161  SpamRecall: 85.302%  SpamPrec: 99.760%

##### 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: 553962  97.30%
# Correctly spam:     494041  47.82%
# False positives:     15352  2.70%
# False negatives:    539095  52.18%
# TCR(l=50): 0.790648  SpamRecall: 47.820%  SpamPrec: 96.986%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  69144  97.30%
# Correctly spam:      61735  47.88%
# False positives:      1917  2.70%
# False negatives:     67211  52.12%
# TCR(l=50): 0.790784  SpamRecall: 47.877%  SpamPrec: 96.988%