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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 179176  29.685%  (99.354% of non-spam corpus)
# Correctly spam:     403840  66.907%  (95.416% of spam corpus)
# False positives:      1165  0.193%  (0.646% of nonspam, 182637 weighted)
# False negatives:     19400  3.214%  (4.584% of spam,  56403 weighted)
# Average score for spam:  12.2    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 2.9
# TOTAL:              603581  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22508  99.41%
# Correctly spam:      50330  95.48%
# False positives:       134  0.59%
# False negatives:      2383  4.52%
# TCR(l=50): 5.803479  SpamRecall: 95.479%  SpamPrec: 99.734%

##### 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: 179636  99.61%
# Correctly spam:     204238  48.26%
# False positives:       705  0.39%
# False negatives:    219002  51.74%
# TCR(l=50): 1.664648  SpamRecall: 48.256%  SpamPrec: 99.656%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22558  99.63%
# Correctly spam:      25337  48.07%
# False positives:        84  0.37%
# False negatives:     27376  51.93%
# TCR(l=50): 1.669401  SpamRecall: 48.066%  SpamPrec: 99.670%