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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 184221  53.269%  (96.640% of non-spam corpus)
# Correctly spam:      91055  26.329%  (58.668% of spam corpus)
# False positives:      6406  1.852%  (3.360% of nonspam, 156015 weighted)
# False negatives:     64149  18.549%  (41.332% of spam, 143416 weighted)
# Average score for spam:  7.5    nonspam: 1.3
# Average for false-pos:   6.0  false-neg: 2.2
# TOTAL:              345831  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23053  96.38%
# Correctly spam:      11477  58.76%
# False positives:       867  3.62%
# False negatives:      8054  41.24%
# TCR(l=50): 0.379951  SpamRecall: 58.763%  SpamPrec: 92.976%

##### 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: 184869  96.98%
# Correctly spam:      33358  21.49%
# False positives:      5758  3.02%
# False negatives:    121846  78.51%
# TCR(l=50): 0.378781  SpamRecall: 21.493%  SpamPrec: 85.280%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  23162  96.83%
# Correctly spam:       4102  21.00%
# False positives:       758  3.17%
# False negatives:     15429  79.00%
# TCR(l=50): 0.366236  SpamRecall: 21.003%  SpamPrec: 84.403%