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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152616  29.710%  (99.305% of non-spam corpus)
# Correctly spam:     352397  68.601%  (97.886% of spam corpus)
# False positives:      1068  0.208%  (0.695% of nonspam, 161358 weighted)
# False negatives:      7609  1.481%  (2.114% of spam,  17070 weighted)
# Average score for spam:  28.0    nonspam: -1.3
# Average for false-pos:   6.4  false-neg: 2.2
# TOTAL:              513690  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19197  99.30%
# Correctly spam:      43948  97.99%
# False positives:       135  0.70%
# False negatives:       902  2.01%
# TCR(l=50): 5.861213  SpamRecall: 97.989%  SpamPrec: 99.694%

##### 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: 153166  99.66%
# Correctly spam:     346321  96.20%
# False positives:       518  0.34%
# False negatives:     13685  3.80%
# TCR(l=50): 9.094505  SpamRecall: 96.199%  SpamPrec: 99.851%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19275  99.71%
# Correctly spam:      43159  96.23%
# False positives:        57  0.29%
# False negatives:      1691  3.77%
# TCR(l=50): 9.876679  SpamRecall: 96.230%  SpamPrec: 99.868%