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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 396807  52.940%  (99.155% of non-spam corpus)
# Correctly spam:     171495  22.880%  (49.089% of spam corpus)
# False positives:      3382  0.451%  (0.845% of nonspam, 104892 weighted)
# False negatives:    177857  23.729%  (50.911% of spam, 374325 weighted)
# Average score for spam:  6.7    nonspam: 0.7
# Average for false-pos:   7.1  false-neg: 2.1
# TOTAL:              749541  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  49512  99.16%
# Correctly spam:      21459  49.28%
# False positives:       421  0.84%
# False negatives:     22085  50.72%
# TCR(l=50): 1.009482  SpamRecall: 49.281%  SpamPrec: 98.076%

##### 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: 391215  97.76%
# Correctly spam:     114942  32.90%
# False positives:      8974  2.24%
# False negatives:    234410  67.10%
# TCR(l=50): 0.511414  SpamRecall: 32.901%  SpamPrec: 92.758%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48815  97.76%
# Correctly spam:      14483  33.26%
# False positives:      1118  2.24%
# False negatives:     29061  66.74%
# TCR(l=50): 0.512518  SpamRecall: 33.261%  SpamPrec: 92.834%
