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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145214  33.447%  (99.275% of non-spam corpus)
# Correctly spam:     216574  49.884%  (75.230% of spam corpus)
# False positives:      1061  0.244%  (0.725% of nonspam, 129540 weighted)
# False negatives:     71310  16.425%  (24.770% of spam, 170309 weighted)
# Average score for spam:  23.2    nonspam: -1.0
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              434159  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18228  99.32%
# Correctly spam:      27101  75.31%
# False positives:       124  0.68%
# False negatives:      8886  24.69%
# TCR(l=50): 2.385457  SpamRecall: 75.308%  SpamPrec: 99.545%

##### 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: 145863  99.72%
# Correctly spam:     147677  51.30%
# False positives:       412  0.28%
# False negatives:    140207  48.70%
# TCR(l=50): 1.790245  SpamRecall: 51.297%  SpamPrec: 99.722%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18304  99.74%
# Correctly spam:      18527  51.48%
# False positives:        48  0.26%
# False negatives:     17460  48.52%
# TCR(l=50): 1.812034  SpamRecall: 51.482%  SpamPrec: 99.742%